Overview

Dataset info

Number of variables 185
Number of observations 2044
Total Missing (%) 2.2%
Total size in memory 2.4 MiB
Average record size in memory 1.2 KiB

Variables types

Numeric 104
Categorical 48
Boolean 0
Date 0
Text (Unique) 0
Rejected 33
Unsupported 0

Warnings

Variables

10_yrs_AE.WNE.mean_earnings
Numeric

Distinct count 509
Unique (%) 24.9%
Missing (%) 8.4%
Missing (n) 172
Infinite (%) 0.0%
Infinite (n) 0
Mean 50066
Minimum 18000
Maximum 171800
Zeros (%) 0.0%

Quantile statistics

Minimum 18000
5-th percentile 31510
Q1 40900
Median 47900
Q3 55200
95-th percentile 77600
Maximum 171800
Range 153800
Interquartile range 14300

Descriptive statistics

Standard deviation 15751
Coef of variation 0.31461
Kurtosis 9.5919
Mean 50066
MAD 10504
Skewness 2.2508
Sum 93723000
Variance 248090000
Memory size 16.0 KiB
Value Count Frequency (%)  
54900.0 41 2.0%
 
45700.0 32 1.6%
 
50300.0 30 1.5%
 
53500.0 21 1.0%
 
57200.0 19 0.9%
 
40200.0 18 0.9%
 
49600.0 14 0.7%
 
48100.0 13 0.6%
 
46700.0 12 0.6%
 
51300.0 11 0.5%
 
Other values (498) 1661 81.3%
 
(Missing) 172 8.4%
 

Minimum 5 values

Value Count Frequency (%)  
18000.0 1 0.0%
 
19600.0 1 0.0%
 
20000.0 1 0.0%
 
20600.0 1 0.0%
 
21400.0 7 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
141100.0 1 0.0%
 
141300.0 1 0.0%
 
153600.0 1 0.0%
 
169600.0 1 0.0%
 
171800.0 1 0.0%
 

10_yrs_AE.WNE.std_dev
Numeric

Distinct count 469
Unique (%) 22.9%
Missing (%) 8.4%
Missing (n) 172
Infinite (%) 0.0%
Infinite (n) 0
Mean 37088
Minimum 13800
Maximum 170800
Zeros (%) 0.0%

Quantile statistics

Minimum 13800
5-th percentile 21355
Q1 28375
Median 33700
Q3 41750
95-th percentile 62300
Maximum 170800
Range 157000
Interquartile range 13375

Descriptive statistics

Standard deviation 15483
Coef of variation 0.41746
Kurtosis 15.045
Mean 37088
MAD 9891.4
Skewness 3.0984
Sum 69428000
Variance 239720000
Memory size 16.0 KiB
Value Count Frequency (%)  
43400.0 43 2.1%
 
34300.0 37 1.8%
 
37800.0 26 1.3%
 
39800.0 19 0.9%
 
41900.0 19 0.9%
 
27800.0 17 0.8%
 
29200.0 16 0.8%
 
27500.0 16 0.8%
 
29600.0 15 0.7%
 
33500.0 15 0.7%
 
Other values (458) 1649 80.7%
 
(Missing) 172 8.4%
 

Minimum 5 values

Value Count Frequency (%)  
13800.0 1 0.0%
 
15000.0 1 0.0%
 
15400.0 1 0.0%
 
16300.0 2 0.1%
 
16400.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
136200.0 1 0.0%
 
147600.0 1 0.0%
 
153200.0 1 0.0%
 
156700.0 1 0.0%
 
170800.0 1 0.0%
 

10_yrs_AE.median
Highly correlated

This variable is highly correlated with 10_yrs_AE.WNE.mean_earnings and should be ignored for analysis

Correlation 0.96242

10_yrs_AE.pct>28000
Numeric

Distinct count 468
Unique (%) 22.9%
Missing (%) 8.4%
Missing (n) 172
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.71384
Minimum 0.127
Maximum 0.966
Zeros (%) 0.0%

Quantile statistics

Minimum 0.127
5-th percentile 0.49355
Q1 0.657
Median 0.736
Q3 0.79125
95-th percentile 0.874
Maximum 0.966
Range 0.839
Interquartile range 0.13425

Descriptive statistics

Standard deviation 0.12225
Coef of variation 0.17126
Kurtosis 2.4803
Mean 0.71384
MAD 0.090853
Skewness -1.2228
Sum 1336.3
Variance 0.014945
Memory size 16.0 KiB
Value Count Frequency (%)  
0.7440000000000001 67 3.3%
 
0.706 36 1.8%
 
0.72 29 1.4%
 
0.7909999999999999 22 1.1%
 
0.745 16 0.8%
 
0.7509999999999999 14 0.7%
 
0.7340000000000001 13 0.6%
 
0.59 13 0.6%
 
0.767 13 0.6%
 
0.8590000000000001 13 0.6%
 
Other values (457) 1636 80.0%
 
(Missing) 172 8.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.127 1 0.0%
 
0.156 1 0.0%
 
0.223 1 0.0%
 
0.23 1 0.0%
 
0.231 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9359999999999999 1 0.0%
 
0.938 1 0.0%
 
0.951 1 0.0%
 
0.958 1 0.0%
 
0.966 1 0.0%
 

1_yr_repay.overall_rate
Numeric

Distinct count 1660
Unique (%) 81.2%
Missing (%) 6.2%
Missing (n) 127
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.53187
Minimum 0.060914
Maximum 0.91671
Zeros (%) 0.0%

Quantile statistics

Minimum 0.060914
5-th percentile 0.20033
Q1 0.40901
Median 0.54817
Q3 0.6674
95-th percentile 0.81531
Maximum 0.91671
Range 0.8558
Interquartile range 0.2584

Descriptive statistics

Standard deviation 0.18812
Coef of variation 0.35369
Kurtosis -0.63377
Mean 0.53187
MAD 0.15339
Skewness -0.29325
Sum 1019.6
Variance 0.035388
Memory size 16.0 KiB
Value Count Frequency (%)  
0.218911048 38 1.9%
 
0.2099385818 26 1.3%
 
0.2822230681 25 1.2%
 
0.6398348472 17 0.8%
 
0.1705818966 17 0.8%
 
0.19272331489999997 10 0.5%
 
0.3401907116 9 0.4%
 
0.5418745356 8 0.4%
 
0.2261948642 6 0.3%
 
0.3765618268 6 0.3%
 
Other values (1649) 1755 85.9%
 
(Missing) 127 6.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.06091370559999999 1 0.0%
 
0.0728643216 1 0.0%
 
0.0740740741 1 0.0%
 
0.0768900344 1 0.0%
 
0.0787716956 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.8997005988 1 0.0%
 
0.9018181818000001 1 0.0%
 
0.9036458333 1 0.0%
 
0.905982906 1 0.0%
 
0.9167103195 1 0.0%
 

3_yr_default_rate
Numeric

Distinct count 224
Unique (%) 11.0%
Missing (%) 4.3%
Missing (n) 87
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.074886
Minimum 0
Maximum 0.329
Zeros (%) 1.1%

Quantile statistics

Minimum 0
5-th percentile 0.012
Q1 0.035
Median 0.06
Q3 0.104
95-th percentile 0.177
Maximum 0.329
Range 0.329
Interquartile range 0.069

Descriptive statistics

Standard deviation 0.0544
Coef of variation 0.72644
Kurtosis 2.0598
Mean 0.074886
MAD 0.042334
Skewness 1.3171
Sum 146.55
Variance 0.0029593
Memory size 16.0 KiB
Value Count Frequency (%)  
0.135 40 2.0%
 
0.038 34 1.7%
 
0.057 29 1.4%
 
0.132 29 1.4%
 
0.126 29 1.4%
 
0.061 27 1.3%
 
0.031 27 1.3%
 
0.04 26 1.3%
 
0.046 25 1.2%
 
0.043 24 1.2%
 
Other values (213) 1667 81.6%
 
(Missing) 87 4.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 22 1.1%
 
0.002 1 0.0%
 
0.003 2 0.1%
 
0.004 1 0.0%
 
0.005 6 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
0.299 1 0.0%
 
0.3 4 0.2%
 
0.306 1 0.0%
 
0.314 1 0.0%
 
0.32899999999999996 1 0.0%
 

3_yr_default_rate_denom
Numeric

Distinct count 1264
Unique (%) 61.8%
Missing (%) 4.3%
Missing (n) 87
Infinite (%) 0.0%
Infinite (n) 0
Mean 7041.8
Minimum 0
Maximum 201160
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 74.8
Q1 377
Median 915
Q3 2709
95-th percentile 19455
Maximum 201160
Range 201160
Interquartile range 2332

Descriptive statistics

Standard deviation 28296
Coef of variation 4.0183
Kurtosis 40.264
Mean 7041.8
MAD 10124
Skewness 6.3357
Sum 13781000
Variance 800650000
Memory size 16.0 KiB
Value Count Frequency (%)  
201163.0 38 1.9%
 
18013.0 26 1.3%
 
53374.0 25 1.2%
 
19403.0 17 0.8%
 
27802.0 17 0.8%
 
19661.0 10 0.5%
 
9359.0 9 0.4%
 
4617.0 9 0.4%
 
861.0 7 0.3%
 
5090.0 6 0.3%
 
Other values (1253) 1793 87.7%
 
(Missing) 87 4.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1 0.0%
 
3.0 1 0.0%
 
4.0 1 0.0%
 
5.0 1 0.0%
 
6.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
27802.0 17 0.8%
 
39416.0 1 0.0%
 
50050.0 1 0.0%
 
53374.0 25 1.2%
 
201163.0 38 1.9%
 

3_yr_repay.overall_rate
Highly correlated

This variable is highly correlated with 1_yr_repay.overall_rate and should be ignored for analysis

Correlation 0.97378

3_yr_repay_suppressed.overall_rate
Highly correlated

This variable is highly correlated with 7_yr_repay.overall_rate and should be ignored for analysis

Correlation 0.93417

5_yr_repay.overall_rate
Highly correlated

This variable is highly correlated with 3_yr_repay.overall_rate and should be ignored for analysis

Correlation 0.9795

6_yrs_AE.WNE.mean_earnings
Highly correlated

This variable is highly correlated with 10_yrs_AE.median and should be ignored for analysis

Correlation 0.9222

6_yrs_AE.WNE.std_dev
Numeric

Distinct count 343
Unique (%) 16.8%
Missing (%) 7.2%
Missing (n) 148
Infinite (%) 0.0%
Infinite (n) 0
Mean 26387
Minimum 10800
Maximum 98100
Zeros (%) 0.0%

Quantile statistics

Minimum 10800
5-th percentile 16500
Q1 20700
Median 24700
Q3 29300
95-th percentile 41300
Maximum 98100
Range 87300
Interquartile range 8600

Descriptive statistics

Standard deviation 9115.5
Coef of variation 0.34546
Kurtosis 10.972
Mean 26387
MAD 6143.3
Skewness 2.559
Sum 50029000
Variance 83092000
Memory size 16.0 KiB
Value Count Frequency (%)  
29400.0 40 2.0%
 
26000.0 38 1.9%
 
28600.0 33 1.6%
 
29300.0 29 1.4%
 
22000.0 29 1.4%
 
27400.0 26 1.3%
 
22600.0 25 1.2%
 
25600.0 20 1.0%
 
26700.0 18 0.9%
 
27000.0 18 0.9%
 
Other values (332) 1620 79.3%
 
(Missing) 148 7.2%
 

Minimum 5 values

Value Count Frequency (%)  
10800.0 1 0.0%
 
12100.0 1 0.0%
 
12400.0 1 0.0%
 
13000.0 2 0.1%
 
13100.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
82900.0 1 0.0%
 
85200.0 1 0.0%
 
87900.0 1 0.0%
 
88000.0 1 0.0%
 
98100.0 1 0.0%
 

6_yrs_AE.median
Highly correlated

This variable is highly correlated with 6_yrs_AE.WNE.mean_earnings and should be ignored for analysis

Correlation 0.9731

6_yrs_AE.pct>28000
Highly correlated

This variable is highly correlated with 8_yrs_AE.pct>28000 and should be ignored for analysis

Correlation 0.95788

7_yr_repay.overall_rate
Highly correlated

This variable is highly correlated with 5_yr_repay.overall_rate and should be ignored for analysis

Correlation 0.96088

8_yrs_AE.mean_earnings
Highly correlated

This variable is highly correlated with 6_yrs_AE.median and should be ignored for analysis

Correlation 0.92515

8_yrs_AE.median_earnings
Highly correlated

This variable is highly correlated with 8_yrs_AE.mean_earnings and should be ignored for analysis

Correlation 0.96629

8_yrs_AE.pct>28000
Highly correlated

This variable is highly correlated with 10_yrs_AE.pct>28000 and should be ignored for analysis

Correlation 0.95967

8_yrs_AE.std_deviation
Numeric

Distinct count 399
Unique (%) 19.5%
Missing (%) 7.9%
Missing (n) 162
Infinite (%) 0.0%
Infinite (n) 0
Mean 31402
Minimum 13000
Maximum 143700
Zeros (%) 0.0%

Quantile statistics

Minimum 13000
5-th percentile 19000
Q1 24300
Median 28900
Q3 35200
95-th percentile 52285
Maximum 143700
Range 130700
Interquartile range 10900

Descriptive statistics

Standard deviation 12507
Coef of variation 0.39827
Kurtosis 18.526
Mean 31402
MAD 7873.9
Skewness 3.3805
Sum 59099000
Variance 156410000
Memory size 16.0 KiB
Value Count Frequency (%)  
36300.0 42 2.1%
 
32000.0 31 1.5%
 
29400.0 31 1.5%
 
36700.0 21 1.0%
 
33400.0 21 1.0%
 
24200.0 19 0.9%
 
30500.0 17 0.8%
 
21500.0 17 0.8%
 
26900.0 17 0.8%
 
29100.0 17 0.8%
 
Other values (388) 1649 80.7%
 
(Missing) 162 7.9%
 

Minimum 5 values

Value Count Frequency (%)  
13000.0 1 0.0%
 
14200.0 1 0.0%
 
15000.0 1 0.0%
 
15200.0 1 0.0%
 
15600.0 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
125800.0 1 0.0%
 
127200.0 1 0.0%
 
129700.0 1 0.0%
 
134400.0 1 0.0%
 
143700.0 1 0.0%
 

act.25th_pctl.cumulative
Numeric

Distinct count 25
Unique (%) 1.2%
Missing (%) 40.9%
Missing (n) 836
Infinite (%) 0.0%
Infinite (n) 0
Mean 20.492
Minimum 6
Maximum 34
Zeros (%) 0.0%

Quantile statistics

Minimum 6
5-th percentile 16
Q1 18
Median 20
Q3 22
95-th percentile 28
Maximum 34
Range 28
Interquartile range 4

Descriptive statistics

Standard deviation 3.5759
Coef of variation 0.1745
Kurtosis 1.3936
Mean 20.492
MAD 2.6914
Skewness 0.96051
Sum 24754
Variance 12.787
Memory size 16.0 KiB
Value Count Frequency (%)  
19.0 201 9.8%
 
20.0 165 8.1%
 
18.0 154 7.5%
 
21.0 127 6.2%
 
22.0 105 5.1%
 
17.0 95 4.6%
 
23.0 71 3.5%
 
16.0 51 2.5%
 
24.0 40 2.0%
 
25.0 35 1.7%
 
Other values (14) 164 8.0%
 
(Missing) 836 40.9%
 

Minimum 5 values

Value Count Frequency (%)  
6.0 1 0.0%
 
11.0 1 0.0%
 
13.0 4 0.2%
 
14.0 10 0.5%
 
15.0 33 1.6%
 

Maximum 5 values

Value Count Frequency (%)  
30.0 18 0.9%
 
31.0 14 0.7%
 
32.0 6 0.3%
 
33.0 2 0.1%
 
34.0 1 0.0%
 

act.75th_pctl.cumulative
Highly correlated

This variable is highly correlated with act.25th_pctl.cumulative and should be ignored for analysis

Correlation 0.92007

act.midpoint.cumulative
Highly correlated

This variable is highly correlated with act.75th_pctl.cumulative and should be ignored for analysis

Correlation 0.97547

admission_rate.by_ope_id
Highly correlated

This variable is highly correlated with admission_rate.overall and should be ignored for analysis

Correlation 0.96779

admission_rate.overall
Numeric

Distinct count 1396
Unique (%) 68.3%
Missing (%) 20.3%
Missing (n) 414
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.66288
Minimum 0
Maximum 1
Zeros (%) 0.1%

Quantile statistics

Minimum 0
5-th percentile 0.29261
Q1 0.54422
Median 0.68715
Q3 0.80097
95-th percentile 0.97446
Maximum 1
Range 1
Interquartile range 0.25675

Descriptive statistics

Standard deviation 0.19864
Coef of variation 0.29967
Kurtosis 0.15644
Mean 0.66288
MAD 0.15736
Skewness -0.55103
Sum 1080.5
Variance 0.03946
Memory size 16.0 KiB
Value Count Frequency (%)  
1.0 58 2.8%
 
0.6667 6 0.3%
 
0.7049 4 0.2%
 
0.3806 3 0.1%
 
0.54 3 0.1%
 
0.7 3 0.1%
 
0.5901 3 0.1%
 
0.5851 3 0.1%
 
0.8 3 0.1%
 
0.4842 3 0.1%
 
Other values (1385) 1541 75.4%
 
(Missing) 414 20.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2 0.1%
 
0.0505 1 0.0%
 
0.0509 1 0.0%
 
0.0596 1 0.0%
 
0.063 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.993 1 0.0%
 
0.9936 1 0.0%
 
0.9962 1 0.0%
 
0.9989 1 0.0%
 
1.0 58 2.8%
 

attendance.academic_year
Numeric

Distinct count 1848
Unique (%) 90.4%
Missing (%) 6.4%
Missing (n) 130
Infinite (%) 0.0%
Infinite (n) 0
Mean 31709
Minimum 6748
Maximum 64988
Zeros (%) 0.0%

Quantile statistics

Minimum 6748
5-th percentile 14468
Q1 20598
Median 29848
Q3 41013
95-th percentile 58075
Maximum 64988
Range 58240
Interquartile range 20415

Descriptive statistics

Standard deviation 13386
Coef of variation 0.42216
Kurtosis -0.62085
Mean 31709
MAD 11204
Skewness 0.5497
Sum 60691000
Variance 179190000
Memory size 16.0 KiB
Value Count Frequency (%)  
32064.0 14 0.7%
 
23300.0 5 0.2%
 
24380.0 2 0.1%
 
33945.0 2 0.1%
 
50483.0 2 0.1%
 
15088.0 2 0.1%
 
35500.0 2 0.1%
 
39236.0 2 0.1%
 
21102.0 2 0.1%
 
18200.0 2 0.1%
 
Other values (1837) 1879 91.9%
 
(Missing) 130 6.4%
 

Minimum 5 values

Value Count Frequency (%)  
6748.0 1 0.0%
 
7151.0 1 0.0%
 
7529.0 1 0.0%
 
8180.0 1 0.0%
 
8438.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
63755.0 1 0.0%
 
63860.0 1 0.0%
 
64056.0 1 0.0%
 
64144.0 1 0.0%
 
64988.0 1 0.0%
 

avg_dependent_income.2014dollars
Highly correlated

This variable is highly correlated with share_highincome.110001+ and should be ignored for analysis

Correlation 0.92563

avg_independent_income.2014dollars
Numeric

Distinct count 1648
Unique (%) 80.6%
Missing (%) 7.5%
Missing (n) 154
Infinite (%) 0.0%
Infinite (n) 0
Mean 23820
Minimum 1081
Maximum 68253
Zeros (%) 0.0%

Quantile statistics

Minimum 1081
5-th percentile 7917
Q1 16842
Median 23096
Q3 30020
95-th percentile 41252
Maximum 68253
Range 67172
Interquartile range 13178

Descriptive statistics

Standard deviation 10042
Coef of variation 0.4216
Kurtosis 0.55774
Mean 23820
MAD 7796.9
Skewness 0.51648
Sum 45019000
Variance 100850000
Memory size 16.0 KiB
Value Count Frequency (%)  
23096.011888 38 1.9%
 
16513.416145 26 1.3%
 
26877.6405 25 1.2%
 
34531.974923 17 0.8%
 
23789.104182 17 0.8%
 
24248.455369 10 0.5%
 
10183.186178 9 0.4%
 
57134.069362 8 0.4%
 
16539.475908 6 0.3%
 
17948.50972 6 0.3%
 
Other values (1637) 1728 84.5%
 
(Missing) 154 7.5%
 

Minimum 5 values

Value Count Frequency (%)  
1081.0 1 0.0%
 
1126.0232558 1 0.0%
 
1573.8333332999998 1 0.0%
 
2261.7878788000003 1 0.0%
 
3061.4411765 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
57935.412963 1 0.0%
 
60778.661201999996 1 0.0%
 
60878.513595000004 1 0.0%
 
65806.215434 1 0.0%
 
68252.767442 1 0.0%
 

avg_net_price
Numeric

Distinct count 1837
Unique (%) 89.9%
Missing (%) 6.4%
Missing (n) 130
Infinite (%) 0.0%
Infinite (n) 0
Mean 19072
Minimum 1869
Maximum 46509
Zeros (%) 0.0%

Quantile statistics

Minimum 1869
5-th percentile 7238.9
Q1 13879
Median 18432
Q3 23845
95-th percentile 32183
Maximum 46509
Range 44640
Interquartile range 9966

Descriptive statistics

Standard deviation 7512.8
Coef of variation 0.39392
Kurtosis 0.17816
Mean 19072
MAD 5939.6
Skewness 0.39774
Sum 36504000
Variance 56442000
Memory size 16.0 KiB
Value Count Frequency (%)  
17194.0 3 0.1%
 
16447.0 2 0.1%
 
26350.0 2 0.1%
 
19453.0 2 0.1%
 
12050.0 2 0.1%
 
6875.0 2 0.1%
 
7944.0 2 0.1%
 
33595.0 2 0.1%
 
24399.0 2 0.1%
 
17752.0 2 0.1%
 
Other values (1826) 1893 92.6%
 
(Missing) 130 6.4%
 

Minimum 5 values

Value Count Frequency (%)  
1869.0 1 0.0%
 
1881.0 1 0.0%
 
2066.0 1 0.0%
 
2280.0 1 0.0%
 
2318.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
44478.0 1 0.0%
 
45052.0 1 0.0%
 
45764.0 1 0.0%
 
46351.0 1 0.0%
 
46509.0 1 0.0%
 

branches
Numeric

Distinct count 18
Unique (%) 0.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.5602
Minimum 1
Maximum 80
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 1
Q3 1
95-th percentile 25
Maximum 80
Range 79
Interquartile range 0

Descriptive statistics

Standard deviation 9.6896
Coef of variation 2.7217
Kurtosis 33.262
Mean 3.5602
MAD 4.3823
Skewness 5.3282
Sum 7277
Variance 93.888
Memory size 16.0 KiB
Value Count Frequency (%)  
1 1692 82.8%
 
2 78 3.8%
 
3 45 2.2%
 
38 38 1.9%
 
28 26 1.3%
 
4 26 1.3%
 
5 26 1.3%
 
25 25 1.2%
 
6 18 0.9%
 
80 17 0.8%
 
Other values (8) 53 2.6%
 

Minimum 5 values

Value Count Frequency (%)  
1 1692 82.8%
 
2 78 3.8%
 
3 45 2.2%
 
4 26 1.3%
 
5 26 1.3%
 

Maximum 5 values

Value Count Frequency (%)  
23 17 0.8%
 
25 25 1.2%
 
28 26 1.3%
 
38 38 1.9%
 
80 17 0.8%
 

city
Categorical

Distinct count 1105
Unique (%) 54.1%
Missing (%) 0.0%
Missing (n) 0
Chicago
 
29
Brooklyn
 
27
New York
 
23
Other values (1102)
1965
Value Count Frequency (%)  
Chicago 29 1.4%
 
Brooklyn 27 1.3%
 
New York 23 1.1%
 
Boston 22 1.1%
 
Philadelphia 18 0.9%
 
Portland 17 0.8%
 
Atlanta 15 0.7%
 
Baltimore 14 0.7%
 
Houston 14 0.7%
 
Los Angeles 13 0.6%
 
Other values (1095) 1852 90.6%
 

compl_rate_4yr_100nt
Numeric

Distinct count 1490
Unique (%) 72.9%
Missing (%) 8.1%
Missing (n) 166
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.34505
Minimum 0
Maximum 1
Zeros (%) 6.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0.16805
Median 0.31315
Q3 0.50445
95-th percentile 0.79068
Maximum 1
Range 1
Interquartile range 0.3364

Descriptive statistics

Standard deviation 0.23229
Coef of variation 0.67319
Kurtosis -0.44916
Mean 0.34505
MAD 0.19095
Skewness 0.50144
Sum 648.01
Variance 0.053956
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 127 6.2%
 
1.0 9 0.4%
 
0.25 9 0.4%
 
0.3333 9 0.4%
 
0.5 8 0.4%
 
0.1111 6 0.3%
 
0.2 5 0.2%
 
0.2874 5 0.2%
 
0.1 5 0.2%
 
0.3662 4 0.2%
 
Other values (1479) 1691 82.7%
 
(Missing) 166 8.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 127 6.2%
 
0.0013 1 0.0%
 
0.0015 1 0.0%
 
0.0021 1 0.0%
 
0.0022 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9083 1 0.0%
 
0.9091 1 0.0%
 
0.9098 1 0.0%
 
0.9102 1 0.0%
 
1.0 9 0.4%
 

compl_rate_4yr_150nt
Numeric

Distinct count 1533
Unique (%) 75.0%
Missing (%) 7.5%
Missing (n) 153
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.50531
Minimum 0
Maximum 1
Zeros (%) 1.3%

Quantile statistics

Minimum 0
5-th percentile 0.1429
Q1 0.36
Median 0.5
Q3 0.6524
95-th percentile 0.86755
Maximum 1
Range 1
Interquartile range 0.2924

Descriptive statistics

Standard deviation 0.21215
Coef of variation 0.41984
Kurtosis -0.30685
Mean 0.50531
MAD 0.16991
Skewness -0.023189
Sum 955.55
Variance 0.045008
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 26 1.3%
 
0.5 19 0.9%
 
1.0 14 0.7%
 
0.4 10 0.5%
 
0.6667 9 0.4%
 
0.3333 8 0.4%
 
0.25 6 0.3%
 
0.75 6 0.3%
 
0.6 5 0.2%
 
0.2857 5 0.2%
 
Other values (1522) 1783 87.2%
 
(Missing) 153 7.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 26 1.3%
 
0.0175 1 0.0%
 
0.0222 1 0.0%
 
0.0233 1 0.0%
 
0.0235 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9620000000000001 1 0.0%
 
0.9623 1 0.0%
 
0.9678 1 0.0%
 
0.9752 1 0.0%
 
1.0 14 0.7%
 

compl_rate_4yr_200nt
Numeric

Distinct count 1461
Unique (%) 71.5%
Missing (%) 10.2%
Missing (n) 208
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.51534
Minimum 0
Maximum 1
Zeros (%) 1.4%

Quantile statistics

Minimum 0
5-th percentile 0.16278
Q1 0.3767
Median 0.51645
Q3 0.65473
95-th percentile 0.87015
Maximum 1
Range 1
Interquartile range 0.27802

Descriptive statistics

Standard deviation 0.2077
Coef of variation 0.40303
Kurtosis -0.20439
Mean 0.51534
MAD 0.16565
Skewness -0.086496
Sum 946.17
Variance 0.043139
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 28 1.4%
 
0.5 13 0.6%
 
1.0 10 0.5%
 
0.3333 10 0.5%
 
0.6667 7 0.3%
 
0.25 6 0.3%
 
0.1667 6 0.3%
 
0.3636 6 0.3%
 
0.4 6 0.3%
 
0.5833 6 0.3%
 
Other values (1450) 1738 85.0%
 
(Missing) 208 10.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 28 1.4%
 
0.0127 1 0.0%
 
0.0222 1 0.0%
 
0.0256 2 0.1%
 
0.0351 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9679 1 0.0%
 
0.97 1 0.0%
 
0.9711 1 0.0%
 
0.9803 1 0.0%
 
1.0 10 0.5%
 

cumulative_debt.10th_pctl
Numeric

Distinct count 374
Unique (%) 18.3%
Missing (%) 7.7%
Missing (n) 157
Infinite (%) 0.0%
Infinite (n) 0
Mean 3455.7
Minimum 1000
Maximum 13437
Zeros (%) 0.0%

Quantile statistics

Minimum 1000
5-th percentile 1750
Q1 2750
Median 3500
Q3 3750
95-th percentile 5500
Maximum 13437
Range 12437
Interquartile range 1000

Descriptive statistics

Standard deviation 1108.2
Coef of variation 0.32068
Kurtosis 4.6627
Mean 3455.7
MAD 781.33
Skewness 1.0134
Sum 6521000
Variance 1228000
Memory size 16.0 KiB
Value Count Frequency (%)  
3500.0 500 24.5%
 
2750.0 222 10.9%
 
5500.0 133 6.5%
 
4500.0 75 3.7%
 
2000.0 67 3.3%
 
1750.0 63 3.1%
 
3250.0 55 2.7%
 
3750.0 54 2.6%
 
4750.0 49 2.4%
 
3000.0 41 2.0%
 
Other values (363) 628 30.7%
 
(Missing) 157 7.7%
 

Minimum 5 values

Value Count Frequency (%)  
1000.0 6 0.3%
 
1010.0 1 0.0%
 
1011.0 1 0.0%
 
1050.0 1 0.0%
 
1060.5 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
8208.0 1 0.0%
 
8643.0 1 0.0%
 
8750.0 2 0.1%
 
9383.0 1 0.0%
 
13437.0 1 0.0%
 

cumulative_debt.25th_pctl
Numeric

Distinct count 486
Unique (%) 23.8%
Missing (%) 5.5%
Missing (n) 113
Infinite (%) 0.0%
Infinite (n) 0
Mean 6582.9
Minimum 1474
Maximum 25000
Zeros (%) 0.0%

Quantile statistics

Minimum 1474
5-th percentile 3500
Q1 5250
Median 5500
Q3 7500
95-th percentile 12000
Maximum 25000
Range 23526
Interquartile range 2250

Descriptive statistics

Standard deviation 2672.8
Coef of variation 0.40602
Kurtosis 3.7896
Mean 6582.9
MAD 1984.7
Skewness 1.5374
Sum 12712000
Variance 7143700
Memory size 16.0 KiB
Value Count Frequency (%)  
5500.0 473 23.1%
 
3500.0 133 6.5%
 
7500.0 95 4.6%
 
4750.0 86 4.2%
 
6500.0 73 3.6%
 
9500.0 52 2.5%
 
6250.0 40 2.0%
 
6000.0 36 1.8%
 
12000.0 35 1.7%
 
8750.0 30 1.5%
 
Other values (475) 878 43.0%
 
(Missing) 113 5.5%
 

Minimum 5 values

Value Count Frequency (%)  
1474.0 1 0.0%
 
1500.0 1 0.0%
 
1750.0 5 0.2%
 
1833.0 1 0.0%
 
1997.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
18999.0 1 0.0%
 
19000.0 1 0.0%
 
19937.0 1 0.0%
 
20570.0 1 0.0%
 
25000.0 1 0.0%
 

cumulative_debt.75th_pctl
Numeric

Distinct count 743
Unique (%) 36.4%
Missing (%) 5.5%
Missing (n) 113
Infinite (%) 0.0%
Infinite (n) 0
Mean 25457
Minimum 5500
Maximum 54000
Zeros (%) 0.0%

Quantile statistics

Minimum 5500
5-th percentile 15501
Q1 23108
Median 26863
Q3 27875
95-th percentile 32524
Maximum 54000
Range 48500
Interquartile range 4767.5

Descriptive statistics

Standard deviation 5455.9
Coef of variation 0.21432
Kurtosis 3.6869
Mean 25457
MAD 3748.3
Skewness -0.33018
Sum 49157000
Variance 29767000
Memory size 16.0 KiB
Value Count Frequency (%)  
27000.0 388 19.0%
 
25000.0 103 5.0%
 
26000.0 50 2.4%
 
27875.0 39 1.9%
 
28000.0 38 1.9%
 
31000.0 29 1.4%
 
29000.0 29 1.4%
 
19515.0 27 1.3%
 
36033.0 25 1.2%
 
22500.0 21 1.0%
 
Other values (732) 1182 57.8%
 
(Missing) 113 5.5%
 

Minimum 5 values

Value Count Frequency (%)  
5500.0 6 0.3%
 
5750.0 1 0.0%
 
6250.0 1 0.0%
 
6300.0 1 0.0%
 
6750.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
45000.0 2 0.1%
 
45499.0 1 0.0%
 
47685.0 1 0.0%
 
52013.0 3 0.1%
 
54000.0 2 0.1%
 

cumulative_debt.90th_pctl
Numeric

Distinct count 859
Unique (%) 42.0%
Missing (%) 7.7%
Missing (n) 157
Infinite (%) 0.0%
Infinite (n) 0
Mean 34523
Minimum 8500
Maximum 57500
Zeros (%) 0.0%

Quantile statistics

Minimum 8500
5-th percentile 25000
Q1 31000
Median 33500
Q3 38000
95-th percentile 46046
Maximum 57500
Range 49000
Interquartile range 7000

Descriptive statistics

Standard deviation 7026.7
Coef of variation 0.20354
Kurtosis 1.4911
Mean 34523
MAD 5179.6
Skewness 0.11995
Sum 65145000
Variance 49374000
Memory size 16.0 KiB
Value Count Frequency (%)  
31000.0 121 5.9%
 
32000.0 48 2.3%
 
37500.0 42 2.1%
 
45915.0 38 1.9%
 
27000.0 38 1.9%
 
35500.0 29 1.4%
 
32500.0 28 1.4%
 
33000.0 27 1.3%
 
34000.0 26 1.3%
 
35000.0 26 1.3%
 
Other values (848) 1464 71.6%
 
(Missing) 157 7.7%
 

Minimum 5 values

Value Count Frequency (%)  
8500.0 2 0.1%
 
9000.0 1 0.0%
 
10000.0 3 0.1%
 
10500.0 1 0.0%
 
10600.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
54250.0 1 0.0%
 
54562.0 1 0.0%
 
54665.0 2 0.1%
 
55250.0 1 0.0%
 
57500.0 5 0.2%
 

degrees_awarded.highest
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
4
1604
3
434
0
 
6
Value Count Frequency (%)  
4 1604 78.5%
 
3 434 21.2%
 
0 6 0.3%
 

demographics.1st_gen
Highly correlated

This variable is highly correlated with share_firstgeneration and should be ignored for analysis

Correlation 1

demographics.age_entry
Highly correlated

This variable is highly correlated with share_independent and should be ignored for analysis

Correlation 0.96331

demographics.avg_family_income
Highly correlated

This variable is highly correlated with avg_dependent_income.2014dollars and should be ignored for analysis

Correlation 0.94687

demographics.avg_family_income_independents
Highly correlated

This variable is highly correlated with avg_independent_income.2014dollars and should be ignored for analysis

Correlation 1

demographics.dependent
Numeric

Distinct count 1633
Unique (%) 79.9%
Missing (%) 7.6%
Missing (n) 155
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.67229
Minimum 0.026838
Maximum 0.99088
Zeros (%) 0.0%

Quantile statistics

Minimum 0.026838
5-th percentile 0.11242
Q1 0.54479
Median 0.74255
Q3 0.86639
95-th percentile 0.96124
Maximum 0.99088
Range 0.96404
Interquartile range 0.3216

Descriptive statistics

Standard deviation 0.25096
Coef of variation 0.37329
Kurtosis -0.041521
Mean 0.67229
MAD 0.20155
Skewness -0.97235
Sum 1270
Variance 0.062981
Memory size 16.0 KiB
Value Count Frequency (%)  
0.08663088949999999 38 1.9%
 
0.2841561424 26 1.3%
 
0.1846484554 25 1.2%
 
0.8059462514 17 0.8%
 
0.0914951989 17 0.8%
 
0.22576918140000002 10 0.5%
 
0.78548512 9 0.4%
 
0.1386058827 8 0.4%
 
0.6145083933 6 0.3%
 
0.2630480167 6 0.3%
 
Other values (1622) 1727 84.5%
 
(Missing) 155 7.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.026837700099999997 1 0.0%
 
0.0276076915 1 0.0%
 
0.0334110334 1 0.0%
 
0.035489805299999996 1 0.0%
 
0.0368451353 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9845938375 1 0.0%
 
0.984962406 1 0.0%
 
0.9855222337 1 0.0%
 
0.9874560963 1 0.0%
 
0.990881459 1 0.0%
 

demographics.female_share
Numeric

Distinct count 1662
Unique (%) 81.3%
Missing (%) 6.1%
Missing (n) 125
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.58084
Minimum 0.066914
Maximum 0.98188
Zeros (%) 0.0%

Quantile statistics

Minimum 0.066914
5-th percentile 0.39403
Q1 0.52091
Median 0.57875
Q3 0.64532
95-th percentile 0.76909
Maximum 0.98188
Range 0.91496
Interquartile range 0.1244

Descriptive statistics

Standard deviation 0.12151
Coef of variation 0.20919
Kurtosis 2.0173
Mean 0.58084
MAD 0.08788
Skewness -0.19164
Sum 1114.6
Variance 0.014764
Memory size 16.0 KiB
Value Count Frequency (%)  
0.6938963019 38 1.9%
 
0.6089169537 26 1.3%
 
0.5277878415 25 1.2%
 
0.4933128218 17 0.8%
 
0.6990740741 17 0.8%
 
0.7520647011 10 0.5%
 
0.5417634694 9 0.4%
 
0.8966211937999999 8 0.4%
 
0.4835131894 6 0.3%
 
0.6346555324 6 0.3%
 
Other values (1651) 1757 86.0%
 
(Missing) 125 6.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0669144981 1 0.0%
 
0.104020979 1 0.0%
 
0.10566615619999999 1 0.0%
 
0.1272727273 1 0.0%
 
0.13997114 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9620123203000001 1 0.0%
 
0.964559387 1 0.0%
 
0.9654510556999999 1 0.0%
 
0.9744 1 0.0%
 
0.9818763326000001 1 0.0%
 

demographics.married
Numeric

Distinct count 1415
Unique (%) 69.2%
Missing (%) 17.6%
Missing (n) 360
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.12897
Minimum 0.0045719
Maximum 0.84906
Zeros (%) 0.0%

Quantile statistics

Minimum 0.0045719
5-th percentile 0.015394
Q1 0.044303
Median 0.090877
Q3 0.19046
95-th percentile 0.33664
Maximum 0.84906
Range 0.84448
Interquartile range 0.14616

Descriptive statistics

Standard deviation 0.11275
Coef of variation 0.87426
Kurtosis 3.2148
Mean 0.12897
MAD 0.087892
Skewness 1.5578
Sum 217.18
Variance 0.012713
Memory size 16.0 KiB
Value Count Frequency (%)  
0.298300932 38 1.9%
 
0.1985457329 26 1.3%
 
0.2892060962 25 1.2%
 
0.0724287329 17 0.8%
 
0.2408436214 17 0.8%
 
0.2433565835 10 0.5%
 
0.0614559133 9 0.4%
 
0.41034939270000004 8 0.4%
 
0.3366388309 6 0.3%
 
0.2076023392 6 0.3%
 
Other values (1404) 1522 74.5%
 
(Missing) 360 17.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0045719036 1 0.0%
 
0.0054775762 1 0.0%
 
0.005749431700000001 1 0.0%
 
0.006326254 1 0.0%
 
0.0065439673 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.6302521007999999 1 0.0%
 
0.6433566434 1 0.0%
 
0.661971831 1 0.0%
 
0.7142857143000001 1 0.0%
 
0.8490566037999999 1 0.0%
 

demographics.median_family_income
Highly correlated

This variable is highly correlated with demographics.avg_family_income and should be ignored for analysis

Correlation 0.97257

demographics.men
Numeric

Distinct count 1520
Unique (%) 74.4%
Missing (%) 0.1%
Missing (n) 3
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.45003
Minimum 0
Maximum 1
Zeros (%) 1.2%

Quantile statistics

Minimum 0
5-th percentile 0.1773
Q1 0.3737
Median 0.4381
Q3 0.5044
95-th percentile 0.8002
Maximum 1
Range 1
Interquartile range 0.1307

Descriptive statistics

Standard deviation 0.17171
Coef of variation 0.38155
Kurtosis 2.9749
Mean 0.45003
MAD 0.11229
Skewness 0.88039
Sum 918.5
Variance 0.029483
Memory size 16.0 KiB
Value Count Frequency (%)  
1.0 73 3.6%
 
0.0 25 1.2%
 
0.4236 5 0.2%
 
0.5 5 0.2%
 
0.435 5 0.2%
 
0.4097 4 0.2%
 
0.4387 4 0.2%
 
0.4308 4 0.2%
 
0.4197 4 0.2%
 
0.3855 4 0.2%
 
Other values (1509) 1908 93.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 25 1.2%
 
0.0006 1 0.0%
 
0.0105 1 0.0%
 
0.0113 1 0.0%
 
0.013999999999999999 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9194 1 0.0%
 
0.9281 1 0.0%
 
0.987 1 0.0%
 
0.9982 1 0.0%
 
1.0 73 3.6%
 

demographics.race_ethnicity.aian
Numeric

Distinct count 268
Unique (%) 13.1%
Missing (%) 0.1%
Missing (n) 3
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0069992
Minimum 0
Maximum 0.8809
Zeros (%) 14.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0.0012
Median 0.003
Q3 0.006
95-th percentile 0.0208
Maximum 0.8809
Range 0.8809
Interquartile range 0.0048

Descriptive statistics

Standard deviation 0.028582
Coef of variation 4.0837
Kurtosis 589.55
Mean 0.0069992
MAD 0.0072073
Skewness 21.735
Sum 14.285
Variance 0.00081694
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 295 14.4%
 
0.0015 42 2.1%
 
0.001 40 2.0%
 
0.002 39 1.9%
 
0.0012 38 1.9%
 
0.0022 35 1.7%
 
0.0018 35 1.7%
 
0.003 33 1.6%
 
0.0024 32 1.6%
 
0.0023 32 1.6%
 
Other values (257) 1420 69.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 295 14.4%
 
0.0003 4 0.2%
 
0.0004 15 0.7%
 
0.0005 21 1.0%
 
0.0006 19 0.9%
 

Maximum 5 values

Value Count Frequency (%)  
0.1855 1 0.0%
 
0.2145 1 0.0%
 
0.23800000000000002 1 0.0%
 
0.6854 1 0.0%
 
0.8809 1 0.0%
 

demographics.race_ethnicity.asian
Numeric

Distinct count 822
Unique (%) 40.2%
Missing (%) 0.1%
Missing (n) 3
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.040907
Minimum 0
Maximum 0.9452
Zeros (%) 8.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0.0084
Median 0.0192
Q3 0.0443
95-th percentile 0.1655
Maximum 0.9452
Range 0.9452
Interquartile range 0.0359

Descriptive statistics

Standard deviation 0.064416
Coef of variation 1.5747
Kurtosis 31.718
Mean 0.040907
MAD 0.03863
Skewness 4.3141
Sum 83.491
Variance 0.0041494
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 168 8.2%
 
0.0112 15 0.7%
 
0.0082 11 0.5%
 
0.0065 10 0.5%
 
0.0091 10 0.5%
 
0.0106 10 0.5%
 
0.0064 9 0.4%
 
0.0095 9 0.4%
 
0.0024 9 0.4%
 
0.008 9 0.4%
 
Other values (811) 1781 87.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 168 8.2%
 
0.0002 3 0.1%
 
0.0003 1 0.0%
 
0.0004 2 0.1%
 
0.0005 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.4389 1 0.0%
 
0.4751 1 0.0%
 
0.486 1 0.0%
 
0.6387 1 0.0%
 
0.9452 1 0.0%
 

demographics.race_ethnicity.black
Numeric

Distinct count 1337
Unique (%) 65.4%
Missing (%) 0.1%
Missing (n) 3
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.14498
Minimum 0
Maximum 1
Zeros (%) 5.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0.0358
Median 0.0726
Q3 0.1602
95-th percentile 0.6602
Maximum 1
Range 1
Interquartile range 0.1244

Descriptive statistics

Standard deviation 0.198
Coef of variation 1.3657
Kurtosis 6.5431
Mean 0.14498
MAD 0.1294
Skewness 2.5697
Sum 295.9
Variance 0.039203
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 115 5.6%
 
0.07400000000000001 6 0.3%
 
0.0213 6 0.3%
 
0.0396 5 0.2%
 
0.0566 5 0.2%
 
0.0436 5 0.2%
 
0.0559 5 0.2%
 
0.0402 5 0.2%
 
0.0376 5 0.2%
 
0.0209 5 0.2%
 
Other values (1326) 1879 91.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 115 5.6%
 
0.0002 1 0.0%
 
0.0003 1 0.0%
 
0.0005 1 0.0%
 
0.0006 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9848 1 0.0%
 
0.9879 1 0.0%
 
0.9885 1 0.0%
 
0.9899 1 0.0%
 
1.0 2 0.1%
 

demographics.race_ethnicity.hispanic
Numeric

Distinct count 1264
Unique (%) 61.8%
Missing (%) 0.1%
Missing (n) 3
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.11743
Minimum 0
Maximum 1
Zeros (%) 4.2%

Quantile statistics

Minimum 0
5-th percentile 0.0037
Q1 0.0322
Median 0.0633
Q3 0.1272
95-th percentile 0.4169
Maximum 1
Range 1
Interquartile range 0.095

Descriptive statistics

Standard deviation 0.17033
Coef of variation 1.4505
Kurtosis 13.924
Mean 0.11743
MAD 0.10001
Skewness 3.515
Sum 239.67
Variance 0.029012
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 85 4.2%
 
1.0 20 1.0%
 
0.0486 7 0.3%
 
0.0359 7 0.3%
 
0.0201 6 0.3%
 
0.027999999999999997 6 0.3%
 
0.0288 6 0.3%
 
0.0236 6 0.3%
 
0.0596 6 0.3%
 
0.0311 5 0.2%
 
Other values (1253) 1887 92.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 85 4.2%
 
0.0007 1 0.0%
 
0.0012 1 0.0%
 
0.0014 2 0.1%
 
0.0018 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9974 2 0.1%
 
0.9978 1 0.0%
 
0.9981 1 0.0%
 
0.9991 1 0.0%
 
1.0 20 1.0%
 

demographics.race_ethnicity.nhpi
Numeric

Distinct count 195
Unique (%) 9.5%
Missing (%) 0.1%
Missing (n) 3
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0040262
Minimum 0
Maximum 0.9538
Zeros (%) 29.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0.001
Q3 0.0026
95-th percentile 0.0109
Maximum 0.9538
Range 0.9538
Interquartile range 0.0026

Descriptive statistics

Standard deviation 0.029339
Coef of variation 7.2871
Kurtosis 709.57
Mean 0.0040262
MAD 0.0050829
Skewness 25.05
Sum 8.2175
Variance 0.00086079
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 606 29.6%
 
0.0007 74 3.6%
 
0.001 63 3.1%
 
0.0006 59 2.9%
 
0.0009 58 2.8%
 
0.0008 57 2.8%
 
0.0011 51 2.5%
 
0.0005 51 2.5%
 
0.0004 49 2.4%
 
0.0012 43 2.1%
 
Other values (184) 930 45.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 606 29.6%
 
0.0001 8 0.4%
 
0.0002 16 0.8%
 
0.0003 28 1.4%
 
0.0004 49 2.4%
 

Maximum 5 values

Value Count Frequency (%)  
0.1587 1 0.0%
 
0.1771 1 0.0%
 
0.4946 1 0.0%
 
0.6729999999999999 1 0.0%
 
0.9538 1 0.0%
 

demographics.race_ethnicity.non_resident_alien
Numeric

Distinct count 800
Unique (%) 39.1%
Missing (%) 0.1%
Missing (n) 3
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.03789
Minimum 0
Maximum 0.9286
Zeros (%) 15.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0.0045
Median 0.0181
Q3 0.0445
95-th percentile 0.1347
Maximum 0.9286
Range 0.9286
Interquartile range 0.04

Descriptive statistics

Standard deviation 0.065005
Coef of variation 1.7156
Kurtosis 47.069
Mean 0.03789
MAD 0.036401
Skewness 5.4427
Sum 77.334
Variance 0.0042256
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 326 15.9%
 
0.0096 10 0.5%
 
0.0317 9 0.4%
 
0.0027 9 0.4%
 
0.0169 9 0.4%
 
0.0037 9 0.4%
 
0.0159 8 0.4%
 
0.0059 8 0.4%
 
0.0119 8 0.4%
 
0.0185 8 0.4%
 
Other values (789) 1637 80.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 326 15.9%
 
0.0001 1 0.0%
 
0.0003 3 0.1%
 
0.0004 3 0.1%
 
0.0005 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.5465 1 0.0%
 
0.6842 1 0.0%
 
0.7455 1 0.0%
 
0.8 1 0.0%
 
0.9286 1 0.0%
 

demographics.race_ethnicity.two_or_more
Numeric

Distinct count 635
Unique (%) 31.1%
Missing (%) 0.1%
Missing (n) 3
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.026578
Minimum 0
Maximum 0.5333
Zeros (%) 16.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0.0099
Median 0.0235
Q3 0.0355
95-th percentile 0.0676
Maximum 0.5333
Range 0.5333
Interquartile range 0.0256

Descriptive statistics

Standard deviation 0.02704
Coef of variation 1.0174
Kurtosis 74.68
Mean 0.026578
MAD 0.017032
Skewness 5.4571
Sum 54.245
Variance 0.00073118
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 338 16.5%
 
0.0208 10 0.5%
 
0.0242 10 0.5%
 
0.0261 10 0.5%
 
0.0188 9 0.4%
 
0.0167 9 0.4%
 
0.0229 9 0.4%
 
0.0217 9 0.4%
 
0.0281 9 0.4%
 
0.0303 9 0.4%
 
Other values (624) 1619 79.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 338 16.5%
 
0.0002 1 0.0%
 
0.0003 2 0.1%
 
0.0004 3 0.1%
 
0.0005 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.1875 1 0.0%
 
0.2516 1 0.0%
 
0.2983 1 0.0%
 
0.3073 1 0.0%
 
0.5333 1 0.0%
 

demographics.race_ethnicity.unknown
Numeric

Distinct count 994
Unique (%) 48.6%
Missing (%) 0.1%
Missing (n) 3
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.058933
Minimum 0
Maximum 0.8785
Zeros (%) 11.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0.0085
Median 0.0279
Q3 0.0673
95-th percentile 0.25
Maximum 0.8785
Range 0.8785
Interquartile range 0.0588

Descriptive statistics

Standard deviation 0.093185
Coef of variation 1.5812
Kurtosis 18.257
Mean 0.058933
MAD 0.056362
Skewness 3.6727
Sum 120.28
Variance 0.0086835
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 244 11.9%
 
0.0127 9 0.4%
 
0.0016 8 0.4%
 
0.0085 7 0.3%
 
0.006 7 0.3%
 
0.0068 6 0.3%
 
0.0094 6 0.3%
 
0.0026 6 0.3%
 
0.0018 6 0.3%
 
0.0279 6 0.3%
 
Other values (983) 1736 84.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 244 11.9%
 
0.0002 1 0.0%
 
0.0003 2 0.1%
 
0.0004 4 0.2%
 
0.0005 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.7290000000000001 1 0.0%
 
0.7741 1 0.0%
 
0.782 1 0.0%
 
0.8149 1 0.0%
 
0.8785 1 0.0%
 

demographics.race_ethnicity.white
Numeric

Distinct count 1731
Unique (%) 84.7%
Missing (%) 0.1%
Missing (n) 3
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.56177
Minimum 0
Maximum 1
Zeros (%) 1.6%

Quantile statistics

Minimum 0
5-th percentile 0.0214
Q1 0.4023
Median 0.6259
Q3 0.76
95-th percentile 0.8868
Maximum 1
Range 1
Interquartile range 0.3577

Descriptive statistics

Standard deviation 0.2602
Coef of variation 0.46318
Kurtosis -0.45042
Mean 0.56177
MAD 0.21258
Skewness -0.67375
Sum 1146.6
Variance 0.067705
Memory size 16.0 KiB
Value Count Frequency (%)  
1.0 36 1.8%
 
0.0 32 1.6%
 
0.6937 4 0.2%
 
0.6667 4 0.2%
 
0.5071 4 0.2%
 
0.691 4 0.2%
 
0.6733 4 0.2%
 
0.7232 3 0.1%
 
0.8305 3 0.1%
 
0.3034 3 0.1%
 
Other values (1720) 1944 95.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 32 1.6%
 
0.0004 1 0.0%
 
0.0005 2 0.1%
 
0.0007 1 0.0%
 
0.001 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9913 1 0.0%
 
0.9933 1 0.0%
 
0.9948 1 0.0%
 
0.995 1 0.0%
 
1.0 36 1.8%
 

demographics.women
Numeric

Distinct count 1520
Unique (%) 74.4%
Missing (%) 0.1%
Missing (n) 3
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.54948
Minimum 0
Maximum 1
Zeros (%) 3.6%

Quantile statistics

Minimum 0
5-th percentile 0.1996
Q1 0.495
Median 0.5618
Q3 0.6261
95-th percentile 0.8199
Maximum 1
Range 1
Interquartile range 0.1311

Descriptive statistics

Standard deviation 0.17185
Coef of variation 0.31275
Kurtosis 2.9734
Mean 0.54948
MAD 0.11239
Skewness -0.89454
Sum 1121.5
Variance 0.029532
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 74 3.6%
 
1.0 24 1.2%
 
0.5 5 0.2%
 
0.5764 5 0.2%
 
0.565 5 0.2%
 
0.5692 4 0.2%
 
0.6116 4 0.2%
 
0.6426 4 0.2%
 
0.5747 4 0.2%
 
0.6145 4 0.2%
 
Other values (1509) 1908 93.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 74 3.6%
 
0.0018 1 0.0%
 
0.013000000000000001 1 0.0%
 
0.0719 1 0.0%
 
0.0806 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.986 1 0.0%
 
0.9887 1 0.0%
 
0.9895 1 0.0%
 
0.9994 1 0.0%
 
1.0 24 1.2%
 

faculty_salary
Numeric

Distinct count 1769
Unique (%) 86.5%
Missing (%) 1.7%
Missing (n) 34
Infinite (%) 0.0%
Infinite (n) 0
Mean 6997.9
Minimum 173
Maximum 25143
Zeros (%) 0.0%

Quantile statistics

Minimum 173
5-th percentile 2944.1
Q1 5584.8
Median 6829
Q3 8292.5
95-th percentile 11200
Maximum 25143
Range 24970
Interquartile range 2707.8

Descriptive statistics

Standard deviation 2448.1
Coef of variation 0.34983
Kurtosis 3.1218
Mean 6997.9
MAD 1807.8
Skewness 0.72903
Sum 14066000
Variance 5993100
Memory size 16.0 KiB
Value Count Frequency (%)  
6391.0 3 0.1%
 
6795.0 3 0.1%
 
8172.0 3 0.1%
 
7556.0 3 0.1%
 
7503.0 3 0.1%
 
5569.0 3 0.1%
 
6534.0 3 0.1%
 
7148.0 3 0.1%
 
8365.0 3 0.1%
 
8677.0 3 0.1%
 
Other values (1758) 1980 96.9%
 
(Missing) 34 1.7%
 

Minimum 5 values

Value Count Frequency (%)  
173.0 1 0.0%
 
332.0 1 0.0%
 
533.0 1 0.0%
 
546.0 1 0.0%
 
667.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
17082.0 1 0.0%
 
18138.0 1 0.0%
 
18676.0 1 0.0%
 
20650.0 1 0.0%
 
25143.0 1 0.0%
 

fafsa_sent.2_college_allyrs
Numeric

Distinct count 1624
Unique (%) 79.5%
Missing (%) 7.2%
Missing (n) 147
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.58279
Minimum 0.066296
Maximum 0.92537
Zeros (%) 0.0%

Quantile statistics

Minimum 0.066296
5-th percentile 0.37072
Q1 0.49244
Median 0.58574
Q3 0.68097
95-th percentile 0.80017
Maximum 0.92537
Range 0.85907
Interquartile range 0.18853

Descriptive statistics

Standard deviation 0.13471
Coef of variation 0.23115
Kurtosis -0.33676
Mean 0.58279
MAD 0.10913
Skewness -0.12701
Sum 1105.6
Variance 0.018147
Memory size 16.0 KiB
Value Count Frequency (%)  
0.41892710229999996 38 1.9%
 
0.3807118255 26 1.3%
 
0.4330362534 25 1.2%
 
0.5006906945 17 0.8%
 
0.5005144033 17 0.8%
 
0.441268347 10 0.5%
 
0.2384113287 9 0.4%
 
0.412651816 8 0.4%
 
0.6124606388 6 0.3%
 
0.5198329854 6 0.3%
 
Other values (1613) 1735 84.9%
 
(Missing) 147 7.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0662957812 1 0.0%
 
0.21042084170000003 1 0.0%
 
0.2176870748 2 0.1%
 
0.2275862069 1 0.0%
 
0.2297838271 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.8875574195999999 1 0.0%
 
0.895661157 1 0.0%
 
0.8963337547 1 0.0%
 
0.8996857908 1 0.0%
 
0.9253680245999999 1 0.0%
 

fafsa_sent.3_college_allyrs
Highly correlated

This variable is highly correlated with fafsa_sent.2_college_allyrs and should be ignored for analysis

Correlation 0.94338

fafsa_sent.4_college_allyrs
Highly correlated

This variable is highly correlated with fafsa_sent.3_college_allyrs and should be ignored for analysis

Correlation 0.98714

fafsa_sent.5plus_college_allyrs
Highly correlated

This variable is highly correlated with fafsa_sent.4_college_allyrs and should be ignored for analysis

Correlation 0.9913

federal_loan_rate
Numeric

Distinct count 1661
Unique (%) 81.3%
Missing (%) 0.3%
Missing (n) 7
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.5739
Minimum 0
Maximum 1
Zeros (%) 3.7%

Quantile statistics

Minimum 0
5-th percentile 0.10248
Q1 0.4632
Median 0.6073
Q3 0.7244
95-th percentile 0.85098
Maximum 1
Range 1
Interquartile range 0.2612

Descriptive statistics

Standard deviation 0.21005
Coef of variation 0.36601
Kurtosis 0.6089
Mean 0.5739
MAD 0.16352
Skewness -0.88943
Sum 1169
Variance 0.044122
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 76 3.7%
 
0.5 4 0.2%
 
0.6568 4 0.2%
 
0.7203 4 0.2%
 
0.5944 4 0.2%
 
0.6092 4 0.2%
 
0.6414 3 0.1%
 
0.732 3 0.1%
 
0.5362 3 0.1%
 
0.6679 3 0.1%
 
Other values (1650) 1929 94.4%
 
(Missing) 7 0.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 76 3.7%
 
0.0033 1 0.0%
 
0.0265 1 0.0%
 
0.037000000000000005 1 0.0%
 
0.0404 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9715 1 0.0%
 
0.9822 1 0.0%
 
0.9831 1 0.0%
 
0.9855 1 0.0%
 
1.0 1 0.0%
 

ft_faculty_rate
Numeric

Distinct count 1375
Unique (%) 67.3%
Missing (%) 6.3%
Missing (n) 129
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.64807
Minimum 0
Maximum 1
Zeros (%) 0.2%

Quantile statistics

Minimum 0
5-th percentile 0.15509
Q1 0.44445
Median 0.6667
Q3 0.9073
95-th percentile 1
Maximum 1
Range 1
Interquartile range 0.46285

Descriptive statistics

Standard deviation 0.2785
Coef of variation 0.42974
Kurtosis -0.96099
Mean 0.64807
MAD 0.23587
Skewness -0.36116
Sum 1241.1
Variance 0.077564
Memory size 16.0 KiB
Value Count Frequency (%)  
1.0 306 15.0%
 
0.6667 10 0.5%
 
0.5 9 0.4%
 
0.6 8 0.4%
 
0.4 5 0.2%
 
0.2857 5 0.2%
 
0.5714 5 0.2%
 
0.75 5 0.2%
 
0.6429 4 0.2%
 
0.9167 4 0.2%
 
Other values (1364) 1554 76.0%
 
(Missing) 129 6.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 4 0.2%
 
0.0117 1 0.0%
 
0.0154 1 0.0%
 
0.018000000000000002 1 0.0%
 
0.0182 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9968 2 0.1%
 
0.997 1 0.0%
 
0.9971 1 0.0%
 
0.9977 1 0.0%
 
1.0 306 15.0%
 

id
Numeric

Distinct count 2044
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 219850
Minimum 100654
Maximum 485272
Zeros (%) 0.0%

Quantile statistics

Minimum 100654
5-th percentile 111970
Q1 155780
Median 196070
Q3 229040
95-th percentile 457210
Maximum 485272
Range 384618
Interquartile range 73257

Descriptive statistics

Standard deviation 101410
Coef of variation 0.46125
Kurtosis 1.2402
Mean 219850
MAD 70603
Skewness 1.525
Sum 449375701
Variance 10283000000
Memory size 16.0 KiB
Value Count Frequency (%)  
169983 1 0.0%
 
175272 1 0.0%
 
228705 1 0.0%
 
181215 1 0.0%
 
181604 1 0.0%
 
179557 1 0.0%
 
157030 1 0.0%
 
232265 1 0.0%
 
138813 1 0.0%
 
208239 1 0.0%
 
Other values (2034) 2034 99.5%
 

Minimum 5 values

Value Count Frequency (%)  
100654 1 0.0%
 
100663 1 0.0%
 
100690 1 0.0%
 
100706 1 0.0%
 
100724 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
484765 1 0.0%
 
484783 1 0.0%
 
484905 1 0.0%
 
485078 1 0.0%
 
485272 1 0.0%
 

instructional_expenditure_per_fte
Numeric

Distinct count 1884
Unique (%) 92.2%
Missing (%) 0.1%
Missing (n) 3
Infinite (%) 0.0%
Infinite (n) 0
Mean 10097
Minimum 0
Maximum 357490
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 2815
Q1 5685
Median 7917
Q3 10896
95-th percentile 22728
Maximum 357490
Range 357490
Interquartile range 5211

Descriptive statistics

Standard deviation 12296
Coef of variation 1.2177
Kurtosis 327.55
Mean 10097
MAD 5205.7
Skewness 13.688
Sum 20608000
Variance 151190000
Memory size 16.0 KiB
Value Count Frequency (%)  
6040.0 3 0.1%
 
7872.0 3 0.1%
 
12896.0 3 0.1%
 
5930.0 3 0.1%
 
9969.0 3 0.1%
 
7851.0 3 0.1%
 
7510.0 3 0.1%
 
10948.0 3 0.1%
 
5103.0 2 0.1%
 
7972.0 2 0.1%
 
Other values (1873) 2013 98.5%
 
(Missing) 3 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1 0.0%
 
640.0 1 0.0%
 
674.0 1 0.0%
 
689.0 1 0.0%
 
703.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
105933.0 1 0.0%
 
107982.0 1 0.0%
 
116877.0 1 0.0%
 
118456.0 1 0.0%
 
357489.0 1 0.0%
 

main_campus
Categorical

Distinct count 2
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
1
1811
0
 
233
Value Count Frequency (%)  
1 1811 88.6%
 
0 233 11.4%
 

median_debt.overall
Numeric

Distinct count 758
Unique (%) 37.1%
Missing (%) 4.5%
Missing (n) 92
Infinite (%) 0.0%
Infinite (n) 0
Mean 15164
Minimum 3000
Maximum 37500
Zeros (%) 0.0%

Quantile statistics

Minimum 3000
5-th percentile 6743.7
Q1 11197
Median 15000
Q3 19000
95-th percentile 24270
Maximum 37500
Range 34500
Interquartile range 7803.2

Descriptive statistics

Standard deviation 5339.1
Coef of variation 0.3521
Kurtosis -0.046364
Mean 15164
MAD 4330.3
Skewness 0.2576
Sum 29600000
Variance 28506000
Memory size 16.0 KiB
Value Count Frequency (%)  
9500.0 125 6.1%
 
19500.0 66 3.2%
 
15000.0 63 3.1%
 
12500.0 57 2.8%
 
12000.0 42 2.1%
 
11000.0 35 1.7%
 
19000.0 35 1.7%
 
21500.0 35 1.7%
 
18750.0 29 1.4%
 
14000.0 26 1.3%
 
Other values (747) 1439 70.4%
 
(Missing) 92 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
3000.0 2 0.1%
 
3300.0 1 0.0%
 
3422.0 1 0.0%
 
3437.5 2 0.1%
 
3500.0 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
32915.0 1 0.0%
 
33074.0 2 0.1%
 
34833.0 3 0.1%
 
36333.0 1 0.0%
 
37500.0 1 0.0%
 

median_debt_suppressed.overall
Highly correlated

This variable is highly correlated with median_debt.overall and should be ignored for analysis

Correlation 1

name
Categorical

Distinct count 2028
Unique (%) 99.2%
Missing (%) 0.0%
Missing (n) 0
Union College
 
3
Westminster College
 
3
Emmanuel College
 
2
Other values (2025)
2036
Value Count Frequency (%)  
Union College 3 0.1%
 
Westminster College 3 0.1%
 
Emmanuel College 2 0.1%
 
Bethany College 2 0.1%
 
Anderson University 2 0.1%
 
American University of Puerto Rico 2 0.1%
 
Columbia College 2 0.1%
 
Lincoln University 2 0.1%
 
Bethel University 2 0.1%
 
St. John's College 2 0.1%
 
Other values (2018) 2022 98.9%
 

online_only
Categorical

Distinct count 2
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
2021
1.0
 
23
Value Count Frequency (%)  
0.0 2021 98.9%
 
1.0 23 1.1%
 

open_admissions_policy
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 4.3%
Missing (n) 88
2.0
1637
1.0
 
319
(Missing)
 
88
Value Count Frequency (%)  
2.0 1637 80.1%
 
1.0 319 15.6%
 
(Missing) 88 4.3%
 

ownership
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
2
1227
1
585
3
 
232
Value Count Frequency (%)  
2 1227 60.0%
 
1 585 28.6%
 
3 232 11.4%
 

part_time_share
Numeric

Distinct count 1461
Unique (%) 71.5%
Missing (%) 0.2%
Missing (n) 4
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.1673
Minimum 0
Maximum 1
Zeros (%) 8.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0.0297
Median 0.0995
Q3 0.2289
95-th percentile 0.60374
Maximum 1
Range 1
Interquartile range 0.1992

Descriptive statistics

Standard deviation 0.19763
Coef of variation 1.1813
Kurtosis 3.7757
Mean 0.1673
MAD 0.14327
Skewness 1.9273
Sum 341.3
Variance 0.039058
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 167 8.2%
 
0.0009 6 0.3%
 
0.0074 5 0.2%
 
0.25 4 0.2%
 
0.0311 4 0.2%
 
0.0079 4 0.2%
 
0.0397 4 0.2%
 
0.0268 4 0.2%
 
0.0612 4 0.2%
 
0.0342 4 0.2%
 
Other values (1450) 1834 89.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 167 8.2%
 
0.0002 1 0.0%
 
0.0003 1 0.0%
 
0.0004 1 0.0%
 
0.0007 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.9912 1 0.0%
 
0.9924 1 0.0%
 
0.9936 1 0.0%
 
0.9942 1 0.0%
 
1.0 4 0.2%
 

pell_grant_rate
Numeric

Distinct count 1739
Unique (%) 85.1%
Missing (%) 0.3%
Missing (n) 7
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.40819
Minimum 0
Maximum 0.973
Zeros (%) 0.3%

Quantile statistics

Minimum 0
5-th percentile 0.14802
Q1 0.2797
Median 0.3857
Q3 0.5116
95-th percentile 0.74904
Maximum 0.973
Range 0.973
Interquartile range 0.2319

Descriptive statistics

Standard deviation 0.17982
Coef of variation 0.44053
Kurtosis 0.040725
Mean 0.40819
MAD 0.14269
Skewness 0.57032
Sum 831.48
Variance 0.032335
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 7 0.3%
 
0.5 6 0.3%
 
0.4 5 0.2%
 
0.25 4 0.2%
 
0.37799999999999995 4 0.2%
 
0.5989 3 0.1%
 
0.3374 3 0.1%
 
0.311 3 0.1%
 
0.3994 3 0.1%
 
0.5425 3 0.1%
 
Other values (1728) 1996 97.7%
 
(Missing) 7 0.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 7 0.3%
 
0.0444 1 0.0%
 
0.0556 1 0.0%
 
0.061 1 0.0%
 
0.064 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9501 1 0.0%
 
0.9583 1 0.0%
 
0.96 1 0.0%
 
0.9613 1 0.0%
 
0.973 1 0.0%
 

program.bach.agriculture
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
1853
1.0
 
177
2.0
 
14
Value Count Frequency (%)  
0.0 1853 90.7%
 
1.0 177 8.7%
 
2.0 14 0.7%
 

program.bach.architecture
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
1836
1.0
 
201
2.0
 
7
Value Count Frequency (%)  
0.0 1836 89.8%
 
1.0 201 9.8%
 
2.0 7 0.3%
 

program.bach.biological
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
1.0
1359
0.0
672
2.0
 
13
Value Count Frequency (%)  
1.0 1359 66.5%
 
0.0 672 32.9%
 
2.0 13 0.6%
 

program.bach.business_marketing
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
1.0
1146
2.0
511
0.0
387
Value Count Frequency (%)  
1.0 1146 56.1%
 
2.0 511 25.0%
 
0.0 387 18.9%
 

program.bach.communication
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
1.0
1133
0.0
818
2.0
 
93
Value Count Frequency (%)  
1.0 1133 55.4%
 
0.0 818 40.0%
 
2.0 93 4.5%
 

program.bach.communications_technology
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
1858
1.0
 
179
2.0
 
7
Value Count Frequency (%)  
0.0 1858 90.9%
 
1.0 179 8.8%
 
2.0 7 0.3%
 

program.bach.computer
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
1.0
1173
0.0
672
2.0
 
199
Value Count Frequency (%)  
1.0 1173 57.4%
 
0.0 672 32.9%
 
2.0 199 9.7%
 

program.bach.construction
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
2030
1.0
 
13
2.0
 
1
Value Count Frequency (%)  
0.0 2030 99.3%
 
1.0 13 0.6%
 
2.0 1 0.0%
 

program.bach.education
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
1.0
1133
0.0
764
2.0
 
147
Value Count Frequency (%)  
1.0 1133 55.4%
 
0.0 764 37.4%
 
2.0 147 7.2%
 

program.bach.engineering
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
1482
1.0
540
2.0
 
22
Value Count Frequency (%)  
0.0 1482 72.5%
 
1.0 540 26.4%
 
2.0 22 1.1%
 

program.bach.engineering_technology
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
1724
1.0
 
274
2.0
 
46
Value Count Frequency (%)  
0.0 1724 84.3%
 
1.0 274 13.4%
 
2.0 46 2.3%
 

program.bach.english
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
1.0
1315
0.0
672
2.0
 
57
Value Count Frequency (%)  
1.0 1315 64.3%
 
0.0 672 32.9%
 
2.0 57 2.8%
 

program.bach.ethnic_cultural_gender
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
1452
1.0
575
2.0
 
17
Value Count Frequency (%)  
0.0 1452 71.0%
 
1.0 575 28.1%
 
2.0 17 0.8%
 

program.bach.family_consumer_science
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
1683
1.0
 
315
2.0
 
46
Value Count Frequency (%)  
0.0 1683 82.3%
 
1.0 315 15.4%
 
2.0 46 2.3%
 

program.bach.health
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
1.0
875
0.0
735
2.0
434
Value Count Frequency (%)  
1.0 875 42.8%
 
0.0 735 36.0%
 
2.0 434 21.2%
 

program.bach.history
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
1.0
1233
0.0
768
2.0
 
43
Value Count Frequency (%)  
1.0 1233 60.3%
 
0.0 768 37.6%
 
2.0 43 2.1%
 

program.bach.humanities
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
1029
1.0
831
2.0
 
184
Value Count Frequency (%)  
0.0 1029 50.3%
 
1.0 831 40.7%
 
2.0 184 9.0%
 

program.bach.language
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
1038
1.0
986
2.0
 
20
Value Count Frequency (%)  
0.0 1038 50.8%
 
1.0 986 48.2%
 
2.0 20 1.0%
 

program.bach.legal
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
1813
1.0
 
205
2.0
 
26
Value Count Frequency (%)  
0.0 1813 88.7%
 
1.0 205 10.0%
 
2.0 26 1.3%
 

program.bach.library
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
2031
1.0
 
8
2.0
 
5
Value Count Frequency (%)  
0.0 2031 99.4%
 
1.0 8 0.4%
 
2.0 5 0.2%
 

program.bach.mathematics
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
1.0
1245
0.0
780
2.0
 
19
Value Count Frequency (%)  
1.0 1245 60.9%
 
0.0 780 38.2%
 
2.0 19 0.9%
 

program.bach.mechanic_repair_technology
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
2023
1.0
 
19
2.0
 
2
Value Count Frequency (%)  
0.0 2023 99.0%
 
1.0 19 0.9%
 
2.0 2 0.1%
 

program.bach.military
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
2036
2.0
 
4
1.0
 
4
Value Count Frequency (%)  
0.0 2036 99.6%
 
2.0 4 0.2%
 
1.0 4 0.2%
 

program.bach.multidiscipline
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
986
1.0
918
2.0
 
140
Value Count Frequency (%)  
0.0 986 48.2%
 
1.0 918 44.9%
 
2.0 140 6.8%
 

program.bach.parks_recreation_fitness
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
1181
1.0
830
2.0
 
33
Value Count Frequency (%)  
0.0 1181 57.8%
 
1.0 830 40.6%
 
2.0 33 1.6%
 

program.bach.personal_culinary
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
1987
1.0
 
55
2.0
 
2
Value Count Frequency (%)  
0.0 1987 97.2%
 
1.0 55 2.7%
 
2.0 2 0.1%
 

program.bach.philosophy_religious
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
1022
1.0
979
2.0
 
43
Value Count Frequency (%)  
0.0 1022 50.0%
 
1.0 979 47.9%
 
2.0 43 2.1%
 

program.bach.physical_science
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
1.0
1150
0.0
882
2.0
 
12
Value Count Frequency (%)  
1.0 1150 56.3%
 
0.0 882 43.2%
 
2.0 12 0.6%
 

program.bach.precision_production
Categorical

Distinct count 2
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
2034
1.0
 
10
Value Count Frequency (%)  
0.0 2034 99.5%
 
1.0 10 0.5%
 

program.bach.psychology
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
1.0
1293
0.0
590
2.0
 
161
Value Count Frequency (%)  
1.0 1293 63.3%
 
0.0 590 28.9%
 
2.0 161 7.9%
 

program.bach.public_administration_social_service
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
1203
1.0
723
2.0
 
118
Value Count Frequency (%)  
0.0 1203 58.9%
 
1.0 723 35.4%
 
2.0 118 5.8%
 

program.bach.resources
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
1323
1.0
695
2.0
 
26
Value Count Frequency (%)  
0.0 1323 64.7%
 
1.0 695 34.0%
 
2.0 26 1.3%
 

program.bach.science_technology
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
2016
1.0
 
22
2.0
 
6
Value Count Frequency (%)  
0.0 2016 98.6%
 
1.0 22 1.1%
 
2.0 6 0.3%
 

program.bach.security_law_enforcement
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
1167
1.0
614
2.0
263
Value Count Frequency (%)  
0.0 1167 57.1%
 
1.0 614 30.0%
 
2.0 263 12.9%
 

program.bach.social_science
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
1.0
1194
0.0
719
2.0
 
131
Value Count Frequency (%)  
1.0 1194 58.4%
 
0.0 719 35.2%
 
2.0 131 6.4%
 

program.bach.theology_religious_vocation
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
1594
1.0
362
2.0
 
88
Value Count Frequency (%)  
0.0 1594 78.0%
 
1.0 362 17.7%
 
2.0 88 4.3%
 

program.bach.transportation
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
0.0
1959
1.0
 
74
2.0
 
11
Value Count Frequency (%)  
0.0 1959 95.8%
 
1.0 74 3.6%
 
2.0 11 0.5%
 

program.bach.visual_performing
Categorical

Distinct count 3
Unique (%) 0.1%
Missing (%) 0.0%
Missing (n) 0
1.0
1398
0.0
612
2.0
 
34
Value Count Frequency (%)  
1.0 1398 68.4%
 
0.0 612 29.9%
 
2.0 34 1.7%
 

program_pctg.agriculture
Numeric

Distinct count 164
Unique (%) 8.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0043772
Minimum 0
Maximum 0.4597
Zeros (%) 90.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0.0325
Maximum 0.4597
Range 0.4597
Interquartile range 0

Descriptive statistics

Standard deviation 0.020594
Coef of variation 4.7048
Kurtosis 141.6
Mean 0.0043772
MAD 0.0079908
Skewness 9.2896
Sum 8.9469
Variance 0.0004241
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1856 90.8%
 
0.0377 4 0.2%
 
0.0329 3 0.1%
 
0.012 2 0.1%
 
0.0303 2 0.1%
 
0.0283 2 0.1%
 
0.0884 2 0.1%
 
0.0144 2 0.1%
 
0.0088 2 0.1%
 
0.0006 2 0.1%
 
Other values (154) 167 8.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1856 90.8%
 
0.0006 2 0.1%
 
0.0008 2 0.1%
 
0.0011 1 0.0%
 
0.0012 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.1714 1 0.0%
 
0.1814 1 0.0%
 
0.18600000000000003 1 0.0%
 
0.2192 1 0.0%
 
0.4597 1 0.0%
 

program_pctg.architecture
Numeric

Distinct count 160
Unique (%) 7.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0046563
Minimum 0
Maximum 1
Zeros (%) 89.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0.01438
Maximum 1
Range 1
Interquartile range 0

Descriptive statistics

Standard deviation 0.046642
Coef of variation 10.017
Kurtosis 380.28
Mean 0.0046563
MAD 0.0084725
Skewness 18.68
Sum 9.5174
Variance 0.0021755
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1838 89.9%
 
0.0025 5 0.2%
 
0.0174 4 0.2%
 
0.0136 3 0.1%
 
1.0 3 0.1%
 
0.0033 3 0.1%
 
0.0027 3 0.1%
 
0.0015 3 0.1%
 
0.0089 3 0.1%
 
0.0171 3 0.1%
 
Other values (150) 176 8.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1838 89.9%
 
0.0002 2 0.1%
 
0.0003 2 0.1%
 
0.0005 1 0.0%
 
0.0006 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.2553 1 0.0%
 
0.3432 1 0.0%
 
0.3659 1 0.0%
 
0.9231 1 0.0%
 
1.0 3 0.1%
 

program_pctg.biological
Numeric

Distinct count 843
Unique (%) 41.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.046335
Minimum 0
Maximum 1
Zeros (%) 33.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0.03445
Q3 0.068
95-th percentile 0.13996
Maximum 1
Range 1
Interquartile range 0.068

Descriptive statistics

Standard deviation 0.063617
Coef of variation 1.373
Kurtosis 77.74
Mean 0.046335
MAD 0.040489
Skewness 6.1363
Sum 94.709
Variance 0.0040471
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 681 33.3%
 
0.0448 6 0.3%
 
0.0645 6 0.3%
 
0.061 6 0.3%
 
0.0505 5 0.2%
 
0.026000000000000002 5 0.2%
 
0.0618 5 0.2%
 
0.0155 5 0.2%
 
0.0549 4 0.2%
 
0.0841 4 0.2%
 
Other values (833) 1317 64.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 681 33.3%
 
0.0006 1 0.0%
 
0.0019 1 0.0%
 
0.002 2 0.1%
 
0.0027 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.364 1 0.0%
 
0.4127 1 0.0%
 
0.48 1 0.0%
 
0.5918 1 0.0%
 
1.0 3 0.1%
 

program_pctg.business_marketing
Numeric

Distinct count 1292
Unique (%) 63.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.18304
Minimum 0
Maximum 1
Zeros (%) 19.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0.067625
Median 0.1571
Q3 0.23243
95-th percentile 0.55181
Maximum 1
Range 1
Interquartile range 0.1648

Descriptive statistics

Standard deviation 0.1784
Coef of variation 0.97463
Kurtosis 4.9552
Mean 0.18304
MAD 0.12186
Skewness 1.9221
Sum 374.14
Variance 0.031827
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 400 19.6%
 
1.0 11 0.5%
 
0.2 8 0.4%
 
0.1667 6 0.3%
 
0.25 6 0.3%
 
0.1875 5 0.2%
 
0.1806 5 0.2%
 
0.1152 4 0.2%
 
0.2005 4 0.2%
 
0.2024 4 0.2%
 
Other values (1282) 1591 77.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 400 19.6%
 
0.001 1 0.0%
 
0.0014 1 0.0%
 
0.003 1 0.0%
 
0.0051 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9737 1 0.0%
 
0.9843 1 0.0%
 
0.9902 1 0.0%
 
0.9947 1 0.0%
 
1.0 11 0.5%
 

program_pctg.communication
Numeric

Distinct count 729
Unique (%) 35.7%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.030053
Minimum 0
Maximum 0.3206
Zeros (%) 42.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0.01705
Q3 0.050525
95-th percentile 0.10177
Maximum 0.3206
Range 0.3206
Interquartile range 0.050525

Descriptive statistics

Standard deviation 0.038556
Coef of variation 1.2829
Kurtosis 5.3738
Mean 0.030053
MAD 0.029879
Skewness 1.8515
Sum 61.429
Variance 0.0014866
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 863 42.2%
 
0.0387 7 0.3%
 
0.0182 5 0.2%
 
0.0303 5 0.2%
 
0.0213 5 0.2%
 
0.0229 5 0.2%
 
0.0265 4 0.2%
 
0.0313 4 0.2%
 
0.0227 4 0.2%
 
0.0166 4 0.2%
 
Other values (719) 1138 55.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 863 42.2%
 
0.0007 1 0.0%
 
0.001 1 0.0%
 
0.0012 1 0.0%
 
0.0013 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.2234 1 0.0%
 
0.2584 1 0.0%
 
0.2609 1 0.0%
 
0.2813 1 0.0%
 
0.3206 1 0.0%
 

program_pctg.communications_technology
Numeric

Distinct count 156
Unique (%) 7.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0049473
Minimum 0
Maximum 0.9907
Zeros (%) 91.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0.013155
Maximum 0.9907
Range 0.9907
Interquartile range 0

Descriptive statistics

Standard deviation 0.037896
Coef of variation 7.66
Kurtosis 365.3
Mean 0.0049473
MAD 0.009137
Skewness 16.78
Sum 10.112
Variance 0.0014361
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1870 91.5%
 
0.0015 3 0.1%
 
0.0082 3 0.1%
 
0.002 2 0.1%
 
0.0014 2 0.1%
 
0.0759 2 0.1%
 
0.0016 2 0.1%
 
0.0022 2 0.1%
 
0.0046 2 0.1%
 
0.0197 2 0.1%
 
Other values (146) 154 7.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1870 91.5%
 
0.0004 1 0.0%
 
0.0005 1 0.0%
 
0.0006 1 0.0%
 
0.0007 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.3226 1 0.0%
 
0.3548 1 0.0%
 
0.4286 1 0.0%
 
0.8503 1 0.0%
 
0.9907 1 0.0%
 

program_pctg.computer
Numeric

Distinct count 630
Unique (%) 30.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.028508
Minimum 0
Maximum 1
Zeros (%) 35.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0.0112
Q3 0.0274
95-th percentile 0.13068
Maximum 1
Range 1
Interquartile range 0.0274

Descriptive statistics

Standard deviation 0.065205
Coef of variation 2.2872
Kurtosis 73.75
Mean 0.028508
MAD 0.031404
Skewness 6.9072
Sum 58.271
Variance 0.0042517
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 728 35.6%
 
0.013000000000000001 10 0.5%
 
0.0132 9 0.4%
 
0.0082 9 0.4%
 
0.019 9 0.4%
 
0.0187 8 0.4%
 
0.0115 8 0.4%
 
0.0196 8 0.4%
 
0.0101 8 0.4%
 
0.0214 8 0.4%
 
Other values (620) 1239 60.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 728 35.6%
 
0.0003 1 0.0%
 
0.0008 1 0.0%
 
0.001 1 0.0%
 
0.0012 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.5166 1 0.0%
 
0.5702 1 0.0%
 
0.9474 1 0.0%
 
0.9484 1 0.0%
 
1.0 1 0.0%
 

program_pctg.construction
Numeric

Distinct count 22
Unique (%) 1.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 9.3297e-05
Minimum 0
Maximum 0.0282
Zeros (%) 99.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 0.0282
Range 0.0282
Interquartile range 0

Descriptive statistics

Standard deviation 0.0011866
Coef of variation 12.719
Kurtosis 281.93
Mean 9.3297e-05
MAD 0.00018468
Skewness 15.661
Sum 0.1907
Variance 1.4081e-06
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 2023 99.0%
 
0.0105 1 0.0%
 
0.0004 1 0.0%
 
0.0109 1 0.0%
 
0.0217 1 0.0%
 
0.0026 1 0.0%
 
0.01 1 0.0%
 
0.0282 1 0.0%
 
0.0074 1 0.0%
 
0.0201 1 0.0%
 
Other values (12) 12 0.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2023 99.0%
 
0.0001 1 0.0%
 
0.0002 1 0.0%
 
0.0004 1 0.0%
 
0.0009 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0131 1 0.0%
 
0.0133 1 0.0%
 
0.0201 1 0.0%
 
0.0217 1 0.0%
 
0.0282 1 0.0%
 

program_pctg.education
Numeric

Distinct count 915
Unique (%) 44.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.055453
Minimum 0
Maximum 1
Zeros (%) 38.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0.02815
Q3 0.0874
95-th percentile 0.19117
Maximum 1
Range 1
Interquartile range 0.0874

Descriptive statistics

Standard deviation 0.079249
Coef of variation 1.4291
Kurtosis 27.597
Mean 0.055453
MAD 0.055385
Skewness 3.6242
Sum 113.35
Variance 0.0062804
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 796 38.9%
 
0.0193 6 0.3%
 
0.0656 6 0.3%
 
0.0833 5 0.2%
 
0.0623 4 0.2%
 
0.05 4 0.2%
 
0.0186 4 0.2%
 
0.0023 4 0.2%
 
0.081 4 0.2%
 
0.0431 4 0.2%
 
Other values (905) 1207 59.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 796 38.9%
 
0.0003 1 0.0%
 
0.0005 1 0.0%
 
0.0007 1 0.0%
 
0.0009 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.5588 1 0.0%
 
0.6647 1 0.0%
 
0.6698 1 0.0%
 
0.7391 1 0.0%
 
1.0 2 0.1%
 

program_pctg.engineering
Numeric

Distinct count 436
Unique (%) 21.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.025226
Minimum 0
Maximum 1
Zeros (%) 74.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0.0016
95-th percentile 0.13234
Maximum 1
Range 1
Interquartile range 0.0016

Descriptive statistics

Standard deviation 0.08557
Coef of variation 3.3921
Kurtosis 50.942
Mean 0.025226
MAD 0.039812
Skewness 6.3952
Sum 51.562
Variance 0.0073222
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1519 74.3%
 
0.0014 4 0.2%
 
0.0426 4 0.2%
 
0.0835 4 0.2%
 
0.0449 4 0.2%
 
0.0035 3 0.1%
 
0.0071 3 0.1%
 
0.0157 3 0.1%
 
0.0072 3 0.1%
 
0.0033 3 0.1%
 
Other values (426) 494 24.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1519 74.3%
 
0.0003 1 0.0%
 
0.0004 1 0.0%
 
0.0005 1 0.0%
 
0.0007 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.8294 1 0.0%
 
0.8333 1 0.0%
 
0.8693 1 0.0%
 
0.8740000000000001 1 0.0%
 
1.0 2 0.1%
 

program_pctg.engineering_technology
Numeric

Distinct count 288
Unique (%) 14.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0068364
Minimum 0
Maximum 0.2896
Zeros (%) 82.8%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0.04227
Maximum 0.2896
Range 0.2896
Interquartile range 0

Descriptive statistics

Standard deviation 0.023563
Coef of variation 3.4468
Kurtosis 37.011
Mean 0.0068364
MAD 0.01153
Skewness 5.3759
Sum 13.973
Variance 0.00055523
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1692 82.8%
 
0.0065 5 0.2%
 
0.0181 4 0.2%
 
0.0184 3 0.1%
 
0.0003 3 0.1%
 
0.001 3 0.1%
 
0.0302 3 0.1%
 
0.0015 3 0.1%
 
0.0136 3 0.1%
 
0.0186 3 0.1%
 
Other values (278) 322 15.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1692 82.8%
 
0.0001 2 0.1%
 
0.0002 1 0.0%
 
0.0003 3 0.1%
 
0.0004 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.1754 1 0.0%
 
0.1944 1 0.0%
 
0.2081 1 0.0%
 
0.267 1 0.0%
 
0.2896 1 0.0%
 

program_pctg.english
Numeric

Distinct count 624
Unique (%) 30.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.021367
Minimum 0
Maximum 0.1827
Zeros (%) 34.5%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0.0146
Q3 0.0323
95-th percentile 0.06987
Maximum 0.1827
Range 0.1827
Interquartile range 0.0323

Descriptive statistics

Standard deviation 0.02587
Coef of variation 1.2107
Kurtosis 5.5797
Mean 0.021367
MAD 0.019206
Skewness 1.9549
Sum 43.674
Variance 0.00066924
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 705 34.5%
 
0.0142 9 0.4%
 
0.0101 9 0.4%
 
0.0336 9 0.4%
 
0.0153 8 0.4%
 
0.0139 8 0.4%
 
0.0104 7 0.3%
 
0.0261 7 0.3%
 
0.0134 7 0.3%
 
0.0205 7 0.3%
 
Other values (614) 1268 62.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 705 34.5%
 
0.0005 2 0.1%
 
0.0008 1 0.0%
 
0.0009 2 0.1%
 
0.0013 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.1631 1 0.0%
 
0.1677 1 0.0%
 
0.1786 1 0.0%
 
0.1811 1 0.0%
 
0.1827 1 0.0%
 

program_pctg.ethnic_cultural_gender
Numeric

Distinct count 224
Unique (%) 11.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0030082
Minimum 0
Maximum 0.1323
Zeros (%) 75.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0.015855
Maximum 0.1323
Range 0.1323
Interquartile range 0

Descriptive statistics

Standard deviation 0.01043
Coef of variation 3.4673
Kurtosis 49.396
Mean 0.0030082
MAD 0.0047207
Skewness 6.244
Sum 6.1487
Variance 0.00010879
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1539 75.3%
 
0.0025 9 0.4%
 
0.0006 9 0.4%
 
0.0032 9 0.4%
 
0.0009 9 0.4%
 
0.0017 9 0.4%
 
0.0043 8 0.4%
 
0.0021 8 0.4%
 
0.0023 8 0.4%
 
0.0036 8 0.4%
 
Other values (214) 428 20.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1539 75.3%
 
0.0002 1 0.0%
 
0.0003 3 0.1%
 
0.0004 6 0.3%
 
0.0005 3 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.09300000000000001 1 0.0%
 
0.098 1 0.0%
 
0.1066 1 0.0%
 
0.129 1 0.0%
 
0.1323 1 0.0%
 

program_pctg.family_consumer_science
Numeric

Distinct count 283
Unique (%) 13.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0082182
Minimum 0
Maximum 1
Zeros (%) 82.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0.0503
Maximum 1
Range 1
Interquartile range 0

Descriptive statistics

Standard deviation 0.037738
Coef of variation 4.592
Kurtosis 366.79
Mean 0.0082182
MAD 0.013761
Skewness 16.04
Sum 16.798
Variance 0.0014242
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1689 82.6%
 
0.0396 4 0.2%
 
0.0176 4 0.2%
 
0.0245 3 0.1%
 
0.0746 3 0.1%
 
0.0106 3 0.1%
 
0.022000000000000002 3 0.1%
 
0.004 3 0.1%
 
0.0008 3 0.1%
 
0.0341 3 0.1%
 
Other values (273) 326 15.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1689 82.6%
 
0.0004 1 0.0%
 
0.0008 3 0.1%
 
0.0012 2 0.1%
 
0.0014 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.2414 1 0.0%
 
0.3247 1 0.0%
 
0.3385 1 0.0%
 
0.8586 1 0.0%
 
1.0 1 0.0%
 

program_pctg.health
Numeric

Distinct count 1007
Unique (%) 49.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.12551
Minimum 0
Maximum 1
Zeros (%) 37.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0.0447
Q3 0.15335
95-th percentile 0.55313
Maximum 1
Range 1
Interquartile range 0.15335

Descriptive statistics

Standard deviation 0.21141
Coef of variation 1.6844
Kurtosis 8.1693
Mean 0.12551
MAD 0.13614
Skewness 2.7902
Sum 256.55
Variance 0.044695
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 765 37.4%
 
1.0 63 3.1%
 
0.0461 5 0.2%
 
0.1235 5 0.2%
 
0.139 4 0.2%
 
0.0757 4 0.2%
 
0.0116 4 0.2%
 
0.0386 4 0.2%
 
0.0123 4 0.2%
 
0.1111 3 0.1%
 
Other values (997) 1183 57.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 765 37.4%
 
0.0008 1 0.0%
 
0.0017 1 0.0%
 
0.0019 1 0.0%
 
0.002 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.972 1 0.0%
 
0.9813 1 0.0%
 
0.9856 1 0.0%
 
0.9937 1 0.0%
 
1.0 63 3.1%
 

program_pctg.history
Numeric

Distinct count 470
Unique (%) 23.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.013947
Minimum 0
Maximum 0.1667
Zeros (%) 39.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0.0093
Q3 0.0208
95-th percentile 0.04794
Maximum 0.1667
Range 0.1667
Interquartile range 0.0208

Descriptive statistics

Standard deviation 0.018176
Coef of variation 1.3033
Kurtosis 9.2343
Mean 0.013947
MAD 0.013134
Skewness 2.3525
Sum 28.507
Variance 0.00033038
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 806 39.4%
 
0.0172 12 0.6%
 
0.0152 11 0.5%
 
0.0137 10 0.5%
 
0.0187 9 0.4%
 
0.0169 9 0.4%
 
0.0198 9 0.4%
 
0.0085 9 0.4%
 
0.0108 8 0.4%
 
0.0189 8 0.4%
 
Other values (460) 1153 56.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 806 39.4%
 
0.0005 1 0.0%
 
0.0007 1 0.0%
 
0.001 2 0.1%
 
0.0011 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.121 1 0.0%
 
0.1228 1 0.0%
 
0.1356 1 0.0%
 
0.1579 1 0.0%
 
0.1667 1 0.0%
 

program_pctg.humanities
Numeric

Distinct count 652
Unique (%) 31.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.036992
Minimum 0
Maximum 1
Zeros (%) 50.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0.033
95-th percentile 0.1622
Maximum 1
Range 1
Interquartile range 0.033

Descriptive statistics

Standard deviation 0.10506
Coef of variation 2.8401
Kurtosis 50.326
Mean 0.036992
MAD 0.049257
Skewness 6.4467
Sum 75.613
Variance 0.011038
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1029 50.3%
 
1.0 12 0.6%
 
0.0028 8 0.4%
 
0.0029 8 0.4%
 
0.003 6 0.3%
 
0.0027 5 0.2%
 
0.0047 5 0.2%
 
0.0022 5 0.2%
 
0.0112 5 0.2%
 
0.0013 5 0.2%
 
Other values (642) 956 46.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1029 50.3%
 
0.0002 1 0.0%
 
0.0003 1 0.0%
 
0.0004 3 0.1%
 
0.0005 3 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.7976 1 0.0%
 
0.8287 1 0.0%
 
0.8333 1 0.0%
 
0.87 1 0.0%
 
1.0 12 0.6%
 

program_pctg.language
Numeric

Distinct count 353
Unique (%) 17.3%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0072616
Minimum 0
Maximum 0.375
Zeros (%) 54.1%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0.0091
95-th percentile 0.0323
Maximum 0.375
Range 0.375
Interquartile range 0.0091

Descriptive statistics

Standard deviation 0.015785
Coef of variation 2.1738
Kurtosis 152.72
Mean 0.0072616
MAD 0.0088711
Skewness 8.4218
Sum 14.843
Variance 0.00024917
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1105 54.1%
 
0.0093 12 0.6%
 
0.0023 11 0.5%
 
0.0081 10 0.5%
 
0.0075 9 0.4%
 
0.0065 9 0.4%
 
0.0061 9 0.4%
 
0.0067 8 0.4%
 
0.0042 8 0.4%
 
0.0064 8 0.4%
 
Other values (343) 855 41.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1105 54.1%
 
0.0003 1 0.0%
 
0.0006 1 0.0%
 
0.0008 6 0.3%
 
0.0009 4 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
0.1071 1 0.0%
 
0.11 1 0.0%
 
0.1136 1 0.0%
 
0.1296 1 0.0%
 
0.375 1 0.0%
 

program_pctg.legal
Numeric

Distinct count 171
Unique (%) 8.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0025333
Minimum 0
Maximum 0.3571
Zeros (%) 88.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0.01297
Maximum 0.3571
Range 0.3571
Interquartile range 0

Descriptive statistics

Standard deviation 0.01455
Coef of variation 5.7433
Kurtosis 253.56
Mean 0.0025333
MAD 0.0045319
Skewness 13.632
Sum 5.1781
Variance 0.00021169
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1817 88.9%
 
0.0056 4 0.2%
 
0.006 4 0.2%
 
0.004 4 0.2%
 
0.0041 4 0.2%
 
0.0102 4 0.2%
 
0.0127 4 0.2%
 
0.0063 3 0.1%
 
0.0117 3 0.1%
 
0.0036 3 0.1%
 
Other values (161) 194 9.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1817 88.9%
 
0.0001 1 0.0%
 
0.0003 1 0.0%
 
0.0004 1 0.0%
 
0.0006 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.1707 1 0.0%
 
0.215 1 0.0%
 
0.2174 1 0.0%
 
0.2206 1 0.0%
 
0.3571 1 0.0%
 

program_pctg.library
Numeric

Distinct count 10
Unique (%) 0.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.7896e-05
Minimum 0
Maximum 0.0586
Zeros (%) 99.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 0.0586
Range 0.0586
Interquartile range 0

Descriptive statistics

Standard deviation 0.0013472
Coef of variation 28.128
Kurtosis 1751.5
Mean 4.7896e-05
MAD 9.5371e-05
Skewness 40.674
Sum 0.0979
Variance 1.815e-06
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 2035 99.6%
 
0.0042 1 0.0%
 
0.0088 1 0.0%
 
0.0083 1 0.0%
 
0.0029 1 0.0%
 
0.0097 1 0.0%
 
0.0023 1 0.0%
 
0.0005 1 0.0%
 
0.0026 1 0.0%
 
0.0586 1 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2035 99.6%
 
0.0005 1 0.0%
 
0.0023 1 0.0%
 
0.0026 1 0.0%
 
0.0029 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0042 1 0.0%
 
0.0083 1 0.0%
 
0.0088 1 0.0%
 
0.0097 1 0.0%
 
0.0586 1 0.0%
 

program_pctg.mathematics
Numeric

Distinct count 360
Unique (%) 17.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.008618
Minimum 0
Maximum 0.1199
Zeros (%) 41.3%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0.00495
Q3 0.0131
95-th percentile 0.03117
Maximum 0.1199
Range 0.1199
Interquartile range 0.0131

Descriptive statistics

Standard deviation 0.012275
Coef of variation 1.4243
Kurtosis 12.277
Mean 0.008618
MAD 0.0085716
Skewness 2.7718
Sum 17.615
Variance 0.00015066
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 844 41.3%
 
0.0068 13 0.6%
 
0.0057 13 0.6%
 
0.0042 11 0.5%
 
0.0066 10 0.5%
 
0.0061 10 0.5%
 
0.0076 10 0.5%
 
0.0136 10 0.5%
 
0.0078 9 0.4%
 
0.0059 9 0.4%
 
Other values (350) 1105 54.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 844 41.3%
 
0.0006 1 0.0%
 
0.0007 1 0.0%
 
0.0008 3 0.1%
 
0.0009 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.0838 1 0.0%
 
0.0862 1 0.0%
 
0.0966 1 0.0%
 
0.1066 1 0.0%
 
0.1199 1 0.0%
 

program_pctg.mechanic_repair_technology
Numeric

Distinct count 39
Unique (%) 1.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.00049041
Minimum 0
Maximum 0.1642
Zeros (%) 98.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 0.1642
Range 0.1642
Interquartile range 0

Descriptive statistics

Standard deviation 0.0052804
Coef of variation 10.767
Kurtosis 501.17
Mean 0.00049041
MAD 0.00096115
Skewness 19.357
Sum 1.0024
Variance 2.7883e-05
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 2003 98.0%
 
0.0075 3 0.1%
 
0.0666 2 0.1%
 
0.0432 1 0.0%
 
0.0038 1 0.0%
 
0.0141 1 0.0%
 
0.0359 1 0.0%
 
0.0229 1 0.0%
 
0.0024 1 0.0%
 
0.0094 1 0.0%
 
Other values (29) 29 1.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2003 98.0%
 
0.0006 1 0.0%
 
0.0015 1 0.0%
 
0.0024 1 0.0%
 
0.0038 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0432 1 0.0%
 
0.0443 1 0.0%
 
0.0666 2 0.1%
 
0.0708 1 0.0%
 
0.1642 1 0.0%
 

program_pctg.military
Numeric

Distinct count 10
Unique (%) 0.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.00012162
Minimum 0
Maximum 0.1233
Zeros (%) 99.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 0.1233
Range 0.1233
Interquartile range 0

Descriptive statistics

Standard deviation 0.0030674
Coef of variation 25.221
Kurtosis 1310.6
Mean 0.00012162
MAD 0.00024218
Skewness 34.398
Sum 0.2486
Variance 9.4092e-06
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 2035 99.6%
 
0.1233 1 0.0%
 
0.0019 1 0.0%
 
0.048 1 0.0%
 
0.0215 1 0.0%
 
0.0021 1 0.0%
 
0.0077 1 0.0%
 
0.0107 1 0.0%
 
0.0332 1 0.0%
 
0.0002 1 0.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2035 99.6%
 
0.0002 1 0.0%
 
0.0019 1 0.0%
 
0.0021 1 0.0%
 
0.0077 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0107 1 0.0%
 
0.0215 1 0.0%
 
0.0332 1 0.0%
 
0.048 1 0.0%
 
0.1233 1 0.0%
 

program_pctg.multidiscipline
Numeric

Distinct count 549
Unique (%) 26.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.019688
Minimum 0
Maximum 1
Zeros (%) 54.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0.0174
95-th percentile 0.09677
Maximum 1
Range 1
Interquartile range 0.0174

Descriptive statistics

Standard deviation 0.055737
Coef of variation 2.8311
Kurtosis 131.22
Mean 0.019688
MAD 0.026398
Skewness 9.1448
Sum 40.242
Variance 0.0031066
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1103 54.0%
 
0.0013 9 0.4%
 
0.0022 9 0.4%
 
0.0046 8 0.4%
 
0.0017 7 0.3%
 
0.002 7 0.3%
 
0.0167 7 0.3%
 
0.0093 6 0.3%
 
0.0062 6 0.3%
 
0.0048 6 0.3%
 
Other values (539) 876 42.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1103 54.0%
 
0.0001 1 0.0%
 
0.0002 1 0.0%
 
0.0005 2 0.1%
 
0.0006 3 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.39 1 0.0%
 
0.3934 1 0.0%
 
0.396 1 0.0%
 
0.9036 1 0.0%
 
1.0 2 0.1%
 

program_pctg.parks_recreation_fitness
Numeric

Distinct count 575
Unique (%) 28.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.021507
Minimum 0
Maximum 0.6667
Zeros (%) 59.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0.035125
95-th percentile 0.0943
Maximum 0.6667
Range 0.6667
Interquartile range 0.035125

Descriptive statistics

Standard deviation 0.039729
Coef of variation 1.8473
Kurtosis 61.471
Mean 0.021507
MAD 0.027005
Skewness 5.1743
Sum 43.96
Variance 0.0015784
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1205 59.0%
 
0.0556 6 0.3%
 
0.0029 5 0.2%
 
0.0391 4 0.2%
 
0.0254 4 0.2%
 
0.0348 4 0.2%
 
0.0332 4 0.2%
 
0.0362 4 0.2%
 
0.0351 4 0.2%
 
0.0448 4 0.2%
 
Other values (565) 800 39.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1205 59.0%
 
0.0003 1 0.0%
 
0.0004 1 0.0%
 
0.0007 2 0.1%
 
0.0008 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.2143 1 0.0%
 
0.2258 1 0.0%
 
0.2581 1 0.0%
 
0.6207 1 0.0%
 
0.6667 1 0.0%
 

program_pctg.personal_culinary
Numeric

Distinct count 74
Unique (%) 3.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0048052
Minimum 0
Maximum 0.4977
Zeros (%) 96.2%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 0.4977
Range 0.4977
Interquartile range 0

Descriptive statistics

Standard deviation 0.039196
Coef of variation 8.1568
Kurtosis 92.038
Mean 0.0048052
MAD 0.0092847
Skewness 9.3517
Sum 9.8219
Variance 0.0015363
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1966 96.2%
 
0.004 2 0.1%
 
0.0089 2 0.1%
 
0.0009 2 0.1%
 
0.0073 2 0.1%
 
0.0035 2 0.1%
 
0.0127 1 0.0%
 
0.0732 1 0.0%
 
0.0224 1 0.0%
 
0.2897 1 0.0%
 
Other values (64) 64 3.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1966 96.2%
 
0.0001 1 0.0%
 
0.0007 1 0.0%
 
0.0009 2 0.1%
 
0.0011 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.4234 1 0.0%
 
0.4769 1 0.0%
 
0.48700000000000004 1 0.0%
 
0.49200000000000005 1 0.0%
 
0.4977 1 0.0%
 

program_pctg.philosophy_religious
Numeric

Distinct count 332
Unique (%) 16.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.012637
Minimum 0
Maximum 1
Zeros (%) 54.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0.006425
95-th percentile 0.031085
Maximum 1
Range 1
Interquartile range 0.006425

Descriptive statistics

Standard deviation 0.074
Coef of variation 5.8558
Kurtosis 128.56
Mean 0.012637
MAD 0.018285
Skewness 10.937
Sum 25.83
Variance 0.005476
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1116 54.6%
 
0.0025 13 0.6%
 
0.0015 13 0.6%
 
0.0033 12 0.6%
 
0.0021 12 0.6%
 
0.0034 12 0.6%
 
0.0042 12 0.6%
 
0.0057 11 0.5%
 
0.0041 10 0.5%
 
0.0019 10 0.5%
 
Other values (322) 823 40.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1116 54.6%
 
0.0002 1 0.0%
 
0.0003 1 0.0%
 
0.0004 1 0.0%
 
0.0005 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.6667 1 0.0%
 
0.6809 1 0.0%
 
0.9091 1 0.0%
 
0.9167 1 0.0%
 
1.0 6 0.3%
 

program_pctg.physical_science
Numeric

Distinct count 448
Unique (%) 21.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.011684
Minimum 0
Maximum 0.2422
Zeros (%) 45.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0.00385
Q3 0.0168
95-th percentile 0.04704
Maximum 0.2422
Range 0.2422
Interquartile range 0.0168

Descriptive statistics

Standard deviation 0.019278
Coef of variation 1.65
Kurtosis 26.83
Mean 0.011684
MAD 0.01265
Skewness 3.8557
Sum 23.881
Variance 0.00037164
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 939 45.9%
 
0.0103 10 0.5%
 
0.0238 9 0.4%
 
0.0066 8 0.4%
 
0.0168 8 0.4%
 
0.0132 8 0.4%
 
0.006999999999999999 8 0.4%
 
0.013000000000000001 8 0.4%
 
0.0151 8 0.4%
 
0.0085 8 0.4%
 
Other values (438) 1030 50.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 939 45.9%
 
0.0004 1 0.0%
 
0.0006 1 0.0%
 
0.0009 1 0.0%
 
0.001 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.1381 1 0.0%
 
0.1463 1 0.0%
 
0.1959 1 0.0%
 
0.2234 1 0.0%
 
0.2422 1 0.0%
 

program_pctg.precision_production
Numeric

Distinct count 28
Unique (%) 1.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.00033478
Minimum 0
Maximum 0.2059
Zeros (%) 98.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 0.2059
Range 0.2059
Interquartile range 0

Descriptive statistics

Standard deviation 0.0057303
Coef of variation 17.117
Kurtosis 908.15
Mean 0.00033478
MAD 0.00066109
Skewness 28.031
Sum 0.6843
Variance 3.2837e-05
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 2017 98.7%
 
0.0108 1 0.0%
 
0.0002 1 0.0%
 
0.0109 1 0.0%
 
0.018000000000000002 1 0.0%
 
0.0005 1 0.0%
 
0.0033 1 0.0%
 
0.0113 1 0.0%
 
0.0494 1 0.0%
 
0.0069 1 0.0%
 
Other values (18) 18 0.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2017 98.7%
 
0.0001 1 0.0%
 
0.0002 1 0.0%
 
0.0005 1 0.0%
 
0.0008 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0308 1 0.0%
 
0.0494 1 0.0%
 
0.0572 1 0.0%
 
0.1187 1 0.0%
 
0.2059 1 0.0%
 

program_pctg.psychology
Numeric

Distinct count 891
Unique (%) 43.6%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.059054
Minimum 0
Maximum 1
Zeros (%) 29.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0.04865
Q3 0.0812
95-th percentile 0.16051
Maximum 1
Range 1
Interquartile range 0.0812

Descriptive statistics

Standard deviation 0.079752
Coef of variation 1.3505
Kurtosis 35.276
Mean 0.059054
MAD 0.046856
Skewness 4.7666
Sum 120.71
Variance 0.0063604
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 607 29.7%
 
0.0711 7 0.3%
 
0.0417 5 0.2%
 
0.0652 5 0.2%
 
0.0487 5 0.2%
 
0.0647 5 0.2%
 
0.0909 5 0.2%
 
0.0354 5 0.2%
 
0.0722 5 0.2%
 
0.0323 5 0.2%
 
Other values (881) 1390 68.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 607 29.7%
 
0.0016 1 0.0%
 
0.0022 1 0.0%
 
0.0023 2 0.1%
 
0.0027 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.6923 1 0.0%
 
0.7277 1 0.0%
 
0.75 1 0.0%
 
0.7568 1 0.0%
 
1.0 1 0.0%
 

program_pctg.public_administration_social_service
Numeric

Distinct count 533
Unique (%) 26.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.017333
Minimum 0
Maximum 1
Zeros (%) 60.6%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0.020525
95-th percentile 0.07687
Maximum 1
Range 1
Interquartile range 0.020525

Descriptive statistics

Standard deviation 0.044299
Coef of variation 2.5558
Kurtosis 145.64
Mean 0.017333
MAD 0.022883
Skewness 9.0056
Sum 35.428
Variance 0.0019624
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1238 60.6%
 
0.0108 4 0.2%
 
0.0221 4 0.2%
 
0.0009 4 0.2%
 
0.0464 4 0.2%
 
0.0222 4 0.2%
 
0.0143 4 0.2%
 
0.0258 4 0.2%
 
0.0185 4 0.2%
 
0.0236 4 0.2%
 
Other values (523) 770 37.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1238 60.6%
 
0.0002 4 0.2%
 
0.0003 2 0.1%
 
0.0007 1 0.0%
 
0.0009 4 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
0.4 1 0.0%
 
0.4682 1 0.0%
 
0.4923 1 0.0%
 
0.5165 1 0.0%
 
1.0 1 0.0%
 

program_pctg.resources
Numeric

Distinct count 336
Unique (%) 16.4%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0068597
Minimum 0
Maximum 0.6181
Zeros (%) 68.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0.0051
95-th percentile 0.0323
Maximum 0.6181
Range 0.6181
Interquartile range 0.0051

Descriptive statistics

Standard deviation 0.025017
Coef of variation 3.647
Kurtosis 257.75
Mean 0.0068597
MAD 0.009934
Skewness 13.333
Sum 14.021
Variance 0.00062587
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1389 68.0%
 
0.002 8 0.4%
 
0.0095 7 0.3%
 
0.0034 7 0.3%
 
0.0029 6 0.3%
 
0.0056 6 0.3%
 
0.0093 6 0.3%
 
0.0023 6 0.3%
 
0.0124 6 0.3%
 
0.0042 6 0.3%
 
Other values (326) 597 29.2%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1389 68.0%
 
0.0002 1 0.0%
 
0.0003 2 0.1%
 
0.0005 1 0.0%
 
0.0006 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.2321 1 0.0%
 
0.2344 1 0.0%
 
0.3838 1 0.0%
 
0.4523 1 0.0%
 
0.6181 1 0.0%
 

program_pctg.science_technology
Numeric

Distinct count 22
Unique (%) 1.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.00016835
Minimum 0
Maximum 0.0839
Zeros (%) 98.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 0.0839
Range 0.0839
Interquartile range 0

Descriptive statistics

Standard deviation 0.0026379
Coef of variation 15.669
Kurtosis 667.73
Mean 0.00016835
MAD 0.0003329
Skewness 24.081
Sum 0.3441
Variance 6.9585e-06
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 2021 98.9%
 
0.0035 2 0.1%
 
0.0094 2 0.1%
 
0.0014 1 0.0%
 
0.0032 1 0.0%
 
0.0156 1 0.0%
 
0.0627 1 0.0%
 
0.0248 1 0.0%
 
0.0033 1 0.0%
 
0.0235 1 0.0%
 
Other values (12) 12 0.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 2021 98.9%
 
0.0014 1 0.0%
 
0.0019 1 0.0%
 
0.0021 1 0.0%
 
0.0031 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.0235 1 0.0%
 
0.0248 1 0.0%
 
0.0296 1 0.0%
 
0.0627 1 0.0%
 
0.0839 1 0.0%
 

program_pctg.security_law_enforcement
Numeric

Distinct count 651
Unique (%) 31.8%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.033301
Minimum 0
Maximum 1
Zeros (%) 58.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0.044025
95-th percentile 0.15437
Maximum 1
Range 1
Interquartile range 0.044025

Descriptive statistics

Standard deviation 0.068172
Coef of variation 2.0472
Kurtosis 34.174
Mean 0.033301
MAD 0.042696
Skewness 4.4499
Sum 68.067
Variance 0.0046474
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1200 58.7%
 
0.0442 5 0.2%
 
0.0256 4 0.2%
 
0.0926 4 0.2%
 
0.0833 4 0.2%
 
0.0416 4 0.2%
 
0.0464 4 0.2%
 
0.0352 3 0.1%
 
0.11599999999999999 3 0.1%
 
0.0972 3 0.1%
 
Other values (641) 810 39.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1200 58.7%
 
0.0001 1 0.0%
 
0.0002 1 0.0%
 
0.0005 1 0.0%
 
0.0006 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.5217 1 0.0%
 
0.5444 1 0.0%
 
0.5548 1 0.0%
 
0.6333 1 0.0%
 
1.0 1 0.0%
 

program_pctg.social_science
Numeric

Distinct count 898
Unique (%) 43.9%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.049432
Minimum 0
Maximum 1
Zeros (%) 37.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0.02195
Q3 0.073425
95-th percentile 0.19058
Maximum 1
Range 1
Interquartile range 0.073425

Descriptive statistics

Standard deviation 0.070715
Coef of variation 1.4305
Kurtosis 19.083
Mean 0.049432
MAD 0.050628
Skewness 2.8901
Sum 101.04
Variance 0.0050006
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 757 37.0%
 
0.0151 5 0.2%
 
0.0101 5 0.2%
 
0.0389 4 0.2%
 
0.0177 4 0.2%
 
0.0202 4 0.2%
 
0.0066 4 0.2%
 
0.0321 4 0.2%
 
0.0072 4 0.2%
 
0.1017 4 0.2%
 
Other values (888) 1249 61.1%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 757 37.0%
 
0.0005 1 0.0%
 
0.0012 1 0.0%
 
0.0014 1 0.0%
 
0.0015 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.3653 1 0.0%
 
0.3927 1 0.0%
 
0.3951 1 0.0%
 
0.4198 1 0.0%
 
1.0 1 0.0%
 

program_pctg.theology_religious_vocation
Numeric

Distinct count 270
Unique (%) 13.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.069489
Minimum 0
Maximum 1
Zeros (%) 80.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0.88761
Maximum 1
Range 1
Interquartile range 0

Descriptive statistics

Standard deviation 0.23199
Coef of variation 3.3385
Kurtosis 10.691
Mean 0.069489
MAD 0.12048
Skewness 3.4896
Sum 142.04
Variance 0.05382
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1643 80.4%
 
1.0 96 4.7%
 
0.5 4 0.2%
 
0.0053 3 0.1%
 
0.003 3 0.1%
 
0.0052 3 0.1%
 
0.0045 3 0.1%
 
0.005 3 0.1%
 
0.2 3 0.1%
 
0.0032 3 0.1%
 
Other values (260) 280 13.7%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1643 80.4%
 
0.0007 1 0.0%
 
0.001 1 0.0%
 
0.0012 1 0.0%
 
0.0017 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.8947 1 0.0%
 
0.9444 3 0.1%
 
0.95 1 0.0%
 
0.981 1 0.0%
 
1.0 96 4.7%
 

program_pctg.transportation
Numeric

Distinct count 82
Unique (%) 4.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.0025177
Minimum 0
Maximum 0.6859
Zeros (%) 95.7%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 0
Maximum 0.6859
Range 0.6859
Interquartile range 0

Descriptive statistics

Standard deviation 0.026138
Coef of variation 10.382
Kurtosis 333.36
Mean 0.0025177
MAD 0.0048332
Skewness 16.661
Sum 5.1461
Variance 0.00068317
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1957 95.7%
 
0.0076 2 0.1%
 
0.0093 2 0.1%
 
0.0183 2 0.1%
 
0.016 2 0.1%
 
0.0024 2 0.1%
 
0.0022 2 0.1%
 
0.0031 1 0.0%
 
0.0095 1 0.0%
 
0.1006 1 0.0%
 
Other values (72) 72 3.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1957 95.7%
 
0.0004 1 0.0%
 
0.0005 1 0.0%
 
0.0007 1 0.0%
 
0.0008 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.3344 1 0.0%
 
0.3717 1 0.0%
 
0.4023 1 0.0%
 
0.4196 1 0.0%
 
0.6859 1 0.0%
 

program_pctg.visual_performing
Numeric

Distinct count 827
Unique (%) 40.5%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.070605
Minimum 0
Maximum 1
Zeros (%) 31.4%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0.02585
Q3 0.056625
95-th percentile 0.34773
Maximum 1
Range 1
Interquartile range 0.056625

Descriptive statistics

Standard deviation 0.17058
Coef of variation 2.4159
Kurtosis 17.799
Mean 0.070605
MAD 0.081677
Skewness 4.2071
Sum 144.32
Variance 0.029097
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 642 31.4%
 
1.0 28 1.4%
 
0.0297 6 0.3%
 
0.022000000000000002 6 0.3%
 
0.0323 6 0.3%
 
0.0289 6 0.3%
 
0.0305 6 0.3%
 
0.0131 5 0.2%
 
0.0303 5 0.2%
 
0.0404 5 0.2%
 
Other values (817) 1329 65.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 642 31.4%
 
0.0007 1 0.0%
 
0.0008 1 0.0%
 
0.0011 1 0.0%
 
0.0012 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9667 1 0.0%
 
0.9670000000000001 1 0.0%
 
0.9682 1 0.0%
 
0.9795 1 0.0%
 
1.0 28 1.4%
 

region_id
Categorical

Distinct count 10
Unique (%) 0.5%
Missing (%) 0.0%
Missing (n) 0
5
489
2
385
3
294
Other values (7)
876
Value Count Frequency (%)  
5 489 23.9%
 
2 385 18.8%
 
3 294 14.4%
 
8 234 11.4%
 
4 198 9.7%
 
1 167 8.2%
 
6 166 8.1%
 
7 64 3.1%
 
9 46 2.3%
 
0 1 0.0%
 

retention_rate.four_year.full_time
Numeric

Distinct count 1407
Unique (%) 68.8%
Missing (%) 6.4%
Missing (n) 131
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.72989
Minimum 0
Maximum 1
Zeros (%) 0.7%

Quantile statistics

Minimum 0
5-th percentile 0.42908
Q1 0.659
Median 0.7524
Q3 0.8353
95-th percentile 0.95786
Maximum 1
Range 1
Interquartile range 0.1763

Descriptive statistics

Standard deviation 0.1646
Coef of variation 0.22551
Kurtosis 2.7974
Mean 0.72989
MAD 0.12212
Skewness -1.2476
Sum 1396.3
Variance 0.027092
Memory size 16.0 KiB
Value Count Frequency (%)  
1.0 39 1.9%
 
0.5 29 1.4%
 
0.6667 27 1.3%
 
0.75 17 0.8%
 
0.0 14 0.7%
 
0.6 10 0.5%
 
0.7 7 0.3%
 
0.8 6 0.3%
 
0.8333 6 0.3%
 
0.3333 6 0.3%
 
Other values (1396) 1752 85.7%
 
(Missing) 131 6.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 14 0.7%
 
0.0909 1 0.0%
 
0.125 1 0.0%
 
0.1429 1 0.0%
 
0.1538 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9848 1 0.0%
 
0.985 1 0.0%
 
0.9865 1 0.0%
 
0.9881 1 0.0%
 
1.0 39 1.9%
 

sat.average.by_ope_id
Highly correlated

This variable is highly correlated with sat.average.overall and should be ignored for analysis

Correlation 0.98169

sat.average.overall
Highly correlated

This variable is highly correlated with act.midpoint.cumulative and should be ignored for analysis

Correlation 0.98606

share_first.time_full.time
Numeric

Distinct count 1774
Unique (%) 86.8%
Missing (%) 4.5%
Missing (n) 92
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.62698
Minimum 0
Maximum 1
Zeros (%) 1.7%

Quantile statistics

Minimum 0
5-th percentile 0.061352
Q1 0.5
Median 0.67262
Q3 0.82335
95-th percentile 0.959
Maximum 1
Range 1
Interquartile range 0.32335

Descriptive statistics

Standard deviation 0.25727
Coef of variation 0.41033
Kurtosis -0.032321
Mean 0.62698
MAD 0.20413
Skewness -0.82433
Sum 1223.9
Variance 0.066186
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 34 1.7%
 
1.0 25 1.2%
 
0.5 12 0.6%
 
0.6 9 0.4%
 
0.66666666666666 8 0.4%
 
0.33333333333333 4 0.2%
 
0.71428571428571 4 0.2%
 
0.69230769230769 4 0.2%
 
0.11111111111111001 4 0.2%
 
0.64285714285714 4 0.2%
 
Other values (1763) 1844 90.2%
 
(Missing) 92 4.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 34 1.7%
 
0.00091365920511 1 0.0%
 
0.0025862068965500002 1 0.0%
 
0.00310018903591 1 0.0%
 
0.00328947368421 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9933774834436999 1 0.0%
 
0.9957716701902699 1 0.0%
 
0.996 1 0.0%
 
0.99808429118773 1 0.0%
 
1.0 25 1.2%
 

share_firstgeneration
Numeric

Distinct count 1604
Unique (%) 78.5%
Missing (%) 8.9%
Missing (n) 181
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.3446
Minimum 0.029412
Maximum 0.71698
Zeros (%) 0.0%

Quantile statistics

Minimum 0.029412
5-th percentile 0.15252
Q1 0.26287
Median 0.34993
Q3 0.42647
95-th percentile 0.5375
Maximum 0.71698
Range 0.68757
Interquartile range 0.1636

Descriptive statistics

Standard deviation 0.11466
Coef of variation 0.33274
Kurtosis -0.54618
Mean 0.3446
MAD 0.093366
Skewness -0.015645
Sum 641.98
Variance 0.013147
Memory size 16.0 KiB
Value Count Frequency (%)  
0.5400696259000001 38 1.9%
 
0.5073408674000001 26 1.3%
 
0.49749025630000004 25 1.2%
 
0.5202326865 17 0.8%
 
0.2972699355 17 0.8%
 
0.4837853313 10 0.5%
 
0.37640002450000004 9 0.4%
 
0.4660603664 8 0.4%
 
0.45633249090000005 6 0.3%
 
0.43483483479999996 6 0.3%
 
Other values (1593) 1701 83.2%
 
(Missing) 181 8.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.029411764700000002 1 0.0%
 
0.0617005267 1 0.0%
 
0.08444096949999999 1 0.0%
 
0.0858676208 1 0.0%
 
0.0873362445 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.6358974359 1 0.0%
 
0.6568627451 1 0.0%
 
0.6933333333 1 0.0%
 
0.7033639144 1 0.0%
 
0.7169811320999999 1 0.0%
 

share_highincome.110001+
Numeric

Distinct count 1583
Unique (%) 77.4%
Missing (%) 10.5%
Missing (n) 215
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.18684
Minimum 0.0030781
Maximum 0.56753
Zeros (%) 0.0%

Quantile statistics

Minimum 0.0030781
5-th percentile 0.022023
Q1 0.093555
Median 0.16659
Q3 0.26722
95-th percentile 0.41141
Maximum 0.56753
Range 0.56445
Interquartile range 0.17367

Descriptive statistics

Standard deviation 0.12155
Coef of variation 0.65057
Kurtosis -0.17577
Mean 0.18684
MAD 0.099114
Skewness 0.6387
Sum 341.73
Variance 0.014775
Memory size 16.0 KiB
Value Count Frequency (%)  
0.022023150800000002 38 1.9%
 
0.030003827 26 1.3%
 
0.0354805207 25 1.2%
 
0.2820231069 17 0.8%
 
0.0196502058 17 0.8%
 
0.0342333861 10 0.5%
 
0.0033742671000000003 9 0.4%
 
0.1558164969 8 0.4%
 
0.028115159700000003 6 0.3%
 
0.0960334029 6 0.3%
 
Other values (1572) 1667 81.6%
 
(Missing) 215 10.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0030780596000000004 1 0.0%
 
0.0033742671000000003 9 0.4%
 
0.0035114121000000002 1 0.0%
 
0.0045673687 3 0.1%
 
0.0061119451 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.5447470817 1 0.0%
 
0.5456570156 1 0.0%
 
0.5539215686 1 0.0%
 
0.5614651279 1 0.0%
 
0.5675276753 1 0.0%
 

share_highincome.75001_110000
Numeric

Distinct count 1568
Unique (%) 76.7%
Missing (%) 10.8%
Missing (n) 221
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.13609
Minimum 0.010787
Maximum 0.27814
Zeros (%) 0.0%

Quantile statistics

Minimum 0.010787
5-th percentile 0.038638
Q1 0.10354
Median 0.1423
Q3 0.17268
95-th percentile 0.21762
Maximum 0.27814
Range 0.26735
Interquartile range 0.069137

Descriptive statistics

Standard deviation 0.05349
Coef of variation 0.39306
Kurtosis -0.45246
Mean 0.13609
MAD 0.042971
Skewness -0.29989
Sum 248.09
Variance 0.0028612
Memory size 16.0 KiB
Value Count Frequency (%)  
0.038637961400000004 38 1.9%
 
0.041484883300000004 26 1.3%
 
0.0553100017 25 1.2%
 
0.1681841015 17 0.8%
 
0.033984910800000004 17 0.8%
 
0.0518207882 10 0.5%
 
0.010786591399999998 9 0.4%
 
0.18039486559999998 8 0.4%
 
0.1268267223 6 0.3%
 
0.0696942446 6 0.3%
 
Other values (1557) 1661 81.3%
 
(Missing) 221 10.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.010786591399999998 9 0.4%
 
0.011819748799999998 1 0.0%
 
0.0122899423 1 0.0%
 
0.013528138500000002 1 0.0%
 
0.017000761200000002 3 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.2624495289 1 0.0%
 
0.2643678161 1 0.0%
 
0.2734026746 1 0.0%
 
0.2751677852 1 0.0%
 
0.2781385281 1 0.0%
 

share_independent
Numeric

Distinct count 1633
Unique (%) 79.9%
Missing (%) 7.6%
Missing (n) 155
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.32771
Minimum 0.0091185
Maximum 0.97316
Zeros (%) 0.0%

Quantile statistics

Minimum 0.0091185
5-th percentile 0.038764
Q1 0.13361
Median 0.25745
Q3 0.45521
95-th percentile 0.88758
Maximum 0.97316
Range 0.96404
Interquartile range 0.3216

Descriptive statistics

Standard deviation 0.25096
Coef of variation 0.76579
Kurtosis -0.041521
Mean 0.32771
MAD 0.20155
Skewness 0.97235
Sum 619.05
Variance 0.062981
Memory size 16.0 KiB
Value Count Frequency (%)  
0.9133691105 38 1.9%
 
0.7158438576 26 1.3%
 
0.8153515445999999 25 1.2%
 
0.1940537486 17 0.8%
 
0.9085048011 17 0.8%
 
0.7742308186 10 0.5%
 
0.21451488 9 0.4%
 
0.8613941173 8 0.4%
 
0.681511471 6 0.3%
 
0.7369519833 6 0.3%
 
Other values (1622) 1727 84.5%
 
(Missing) 155 7.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.009118540999999999 1 0.0%
 
0.012543903700000001 1 0.0%
 
0.014477766299999998 1 0.0%
 
0.015037594 1 0.0%
 
0.0154061625 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9631548647 1 0.0%
 
0.9645101947 1 0.0%
 
0.9665889665999999 1 0.0%
 
0.9723923084999999 1 0.0%
 
0.9731622998999999 1 0.0%
 

share_lowincome.0_30000
Numeric

Distinct count 1715
Unique (%) 83.9%
Missing (%) 2.8%
Missing (n) 58
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.40508
Minimum 0.084633
Maximum 0.94215
Zeros (%) 0.0%

Quantile statistics

Minimum 0.084633
5-th percentile 0.16336
Q1 0.27091
Median 0.37304
Q3 0.51241
95-th percentile 0.71791
Maximum 0.94215
Range 0.85752
Interquartile range 0.2415

Descriptive statistics

Standard deviation 0.17414
Coef of variation 0.42991
Kurtosis -0.36982
Mean 0.40508
MAD 0.14147
Skewness 0.61434
Sum 804.48
Variance 0.030326
Memory size 16.0 KiB
Value Count Frequency (%)  
0.7030424523000001 38 1.9%
 
0.7179104478 26 1.3%
 
0.6127575296 25 1.2%
 
0.6983196159 17 0.8%
 
0.268115032 17 0.8%
 
0.6719157859 10 0.5%
 
0.7842681712999999 9 0.4%
 
0.3202670811 8 0.4%
 
0.4305845511 6 0.3%
 
0.3333333333 6 0.3%
 
Other values (1704) 1824 89.2%
 
(Missing) 58 2.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0846325167 1 0.0%
 
0.0945017182 1 0.0%
 
0.10389610390000001 1 0.0%
 
0.1045614035 1 0.0%
 
0.10848287109999999 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.8902953586 1 0.0%
 
0.9 1 0.0%
 
0.9090909091 2 0.1%
 
0.9128440367 1 0.0%
 
0.9421487603 1 0.0%
 

share_middleincome.30001_48000
Numeric

Distinct count 1621
Unique (%) 79.3%
Missing (%) 5.9%
Missing (n) 120
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.1476
Minimum 0.052752
Maximum 0.32773
Zeros (%) 0.0%

Quantile statistics

Minimum 0.052752
5-th percentile 0.093885
Q1 0.12573
Median 0.14668
Q3 0.16726
95-th percentile 0.20075
Maximum 0.32773
Range 0.27498
Interquartile range 0.041539

Descriptive statistics

Standard deviation 0.034222
Coef of variation 0.23186
Kurtosis 1.4996
Mean 0.1476
MAD 0.026037
Skewness 0.51014
Sum 283.98
Variance 0.0011711
Memory size 16.0 KiB
Value Count Frequency (%)  
0.150424245 38 1.9%
 
0.1308457711 26 1.3%
 
0.1853971934 25 1.2%
 
0.1328644983 17 0.8%
 
0.1657064472 17 0.8%
 
0.14285714289999998 10 0.5%
 
0.1484445205 10 0.5%
 
0.143876535 9 0.4%
 
0.1462614402 8 0.4%
 
0.125 7 0.3%
 
Other values (1610) 1757 86.0%
 
(Missing) 120 5.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.05275229360000001 1 0.0%
 
0.054852320700000005 1 0.0%
 
0.056074766399999997 1 0.0%
 
0.06049822059999999 1 0.0%
 
0.06481481480000001 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.2912621359 1 0.0%
 
0.2941176471 1 0.0%
 
0.3015873016 1 0.0%
 
0.3047619048 1 0.0%
 
0.3277310924 1 0.0%
 

share_middleincome.48001_75000
Numeric

Distinct count 1618
Unique (%) 79.2%
Missing (%) 6.6%
Missing (n) 134
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.14701
Minimum 0.029423
Maximum 0.62162
Zeros (%) 0.0%

Quantile statistics

Minimum 0.029423
5-th percentile 0.079755
Q1 0.12548
Median 0.14852
Q3 0.16803
95-th percentile 0.20067
Maximum 0.62162
Range 0.5922
Interquartile range 0.042553

Descriptive statistics

Standard deviation 0.041181
Coef of variation 0.28012
Kurtosis 14.754
Mean 0.14701
MAD 0.02883
Skewness 1.5485
Sum 280.79
Variance 0.0016958
Memory size 16.0 KiB
Value Count Frequency (%)  
0.08587219060000001 38 1.9%
 
0.0797550708 26 1.3%
 
0.11105475449999999 25 1.2%
 
0.0823388203 17 0.8%
 
0.1488132613 17 0.8%
 
0.0935855193 10 0.5%
 
0.0576944352 9 0.4%
 
0.19726011629999998 8 0.4%
 
0.1664926931 6 0.3%
 
0.0717498875 6 0.3%
 
Other values (1607) 1748 85.5%
 
(Missing) 134 6.6%
 

Minimum 5 values

Value Count Frequency (%)  
0.029422718799999997 4 0.2%
 
0.0383297258 1 0.0%
 
0.0441176471 1 0.0%
 
0.0445544554 1 0.0%
 
0.046170893899999996 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.3846153846 1 0.0%
 
0.3939393939 1 0.0%
 
0.42857142859999997 1 0.0%
 
0.5 1 0.0%
 
0.6216216216 1 0.0%
 

size
Numeric

Distinct count 1713
Unique (%) 83.8%
Missing (%) 0.1%
Missing (n) 3
Infinite (%) 0.0%
Infinite (n) 0
Mean 4428.3
Minimum 0
Maximum 151560
Zeros (%) 0.0%

Quantile statistics

Minimum 0
5-th percentile 94
Q1 694
Median 1728
Q3 4638
95-th percentile 19928
Maximum 151560
Range 151560
Interquartile range 3944

Descriptive statistics

Standard deviation 7557.7
Coef of variation 1.7067
Kurtosis 76.325
Mean 4428.3
MAD 4516
Skewness 5.7636
Sum 9038100
Variance 57119000
Memory size 16.0 KiB
Value Count Frequency (%)  
62.0 5 0.2%
 
67.0 5 0.2%
 
482.0 5 0.2%
 
46.0 4 0.2%
 
69.0 4 0.2%
 
1941.0 4 0.2%
 
1336.0 4 0.2%
 
1890.0 4 0.2%
 
96.0 4 0.2%
 
555.0 3 0.1%
 
Other values (1702) 1999 97.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1 0.0%
 
2.0 1 0.0%
 
5.0 1 0.0%
 
13.0 2 0.1%
 
15.0 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
44924.0 1 0.0%
 
46941.0 1 0.0%
 
49340.0 1 0.0%
 
52280.0 1 0.0%
 
151558.0 1 0.0%
 

state
Categorical

Distinct count 54
Unique (%) 2.6%
Missing (%) 0.0%
Missing (n) 0
NY
 
165
CA
 
148
PA
 
126
Other values (51)
1605
Value Count Frequency (%)  
NY 165 8.1%
 
CA 148 7.2%
 
PA 126 6.2%
 
TX 101 4.9%
 
IL 85 4.2%
 
MA 80 3.9%
 
FL 78 3.8%
 
OH 71 3.5%
 
NC 61 3.0%
 
VA 57 2.8%
 
Other values (44) 1072 52.4%
 

students_with_any_loan
Numeric

Distinct count 1582
Unique (%) 77.4%
Missing (%) 9.4%
Missing (n) 192
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.86921
Minimum 0.0092721
Maximum 0.99018
Zeros (%) 0.0%

Quantile statistics

Minimum 0.0092721
5-th percentile 0.62065
Q1 0.84417
Median 0.91039
Q3 0.94316
95-th percentile 0.96913
Maximum 0.99018
Range 0.9809
Interquartile range 0.09899

Descriptive statistics

Standard deviation 0.13447
Coef of variation 0.15471
Kurtosis 12.017
Mean 0.86921
MAD 0.083159
Skewness -3.1601
Sum 1609.8
Variance 0.018083
Memory size 16.0 KiB
Value Count Frequency (%)  
0.8439307565 38 1.9%
 
0.8228090318000001 26 1.3%
 
0.8441658817000001 25 1.2%
 
0.9103909465000001 17 0.8%
 
0.9335677508 17 0.8%
 
0.7944285164 10 0.5%
 
0.2217612568 9 0.4%
 
0.9608012432999999 8 0.4%
 
0.9000299759999999 6 0.3%
 
0.9305845511 6 0.3%
 
Other values (1571) 1690 82.7%
 
(Missing) 192 9.4%
 

Minimum 5 values

Value Count Frequency (%)  
0.009272137199999999 1 0.0%
 
0.0716145833 1 0.0%
 
0.0917986952 1 0.0%
 
0.0939597315 1 0.0%
 
0.09426627789999999 2 0.1%
 

Maximum 5 values

Value Count Frequency (%)  
0.9855233853 1 0.0%
 
0.9857571214 1 0.0%
 
0.9877800406999999 1 0.0%
 
0.9896587384000001 1 0.0%
 
0.9901754386 1 0.0%
 

students_with_pell_grant
Numeric

Distinct count 1667
Unique (%) 81.6%
Missing (%) 6.0%
Missing (n) 123
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.63318
Minimum 0.062069
Maximum 0.99431
Zeros (%) 0.0%

Quantile statistics

Minimum 0.062069
5-th percentile 0.36507
Q1 0.50763
Median 0.62832
Q3 0.74821
95-th percentile 0.89157
Maximum 0.99431
Range 0.93224
Interquartile range 0.24058

Descriptive statistics

Standard deviation 0.16421
Coef of variation 0.25934
Kurtosis -0.66918
Mean 0.63318
MAD 0.13513
Skewness -0.013314
Sum 1216.3
Variance 0.026965
Memory size 16.0 KiB
Value Count Frequency (%)  
0.8898912067 38 1.9%
 
0.8784921546 26 1.3%
 
0.8104002125 25 1.2%
 
0.8703017833 17 0.8%
 
0.5032337059 17 0.8%
 
0.8307586974 10 0.5%
 
0.9149242173000001 9 0.4%
 
0.5068784896 8 0.4%
 
0.6873695198 6 0.3%
 
0.8677462887999999 6 0.3%
 
Other values (1656) 1759 86.1%
 
(Missing) 123 6.0%
 

Minimum 5 values

Value Count Frequency (%)  
0.062068965499999997 1 0.0%
 
0.1743362832 1 0.0%
 
0.22804878050000002 1 0.0%
 
0.22870662460000002 1 0.0%
 
0.23403284670000002 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9927325581 1 0.0%
 
0.9928229665 1 0.0%
 
0.9930102516 1 0.0%
 
0.9936183791 1 0.0%
 
0.9943064181999999 1 0.0%
 

t_iv.completed_by.2yrs
Numeric

Distinct count 1476
Unique (%) 72.2%
Missing (%) 13.8%
Missing (n) 283
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.14688
Minimum 0.011905
Maximum 0.88542
Zeros (%) 0.0%

Quantile statistics

Minimum 0.011905
5-th percentile 0.043754
Q1 0.084097
Median 0.12033
Q3 0.17822
95-th percentile 0.30147
Maximum 0.88542
Range 0.87351
Interquartile range 0.094121

Descriptive statistics

Standard deviation 0.11154
Coef of variation 0.75938
Kurtosis 13.476
Mean 0.14688
MAD 0.07022
Skewness 3.1504
Sum 258.66
Variance 0.012441
Memory size 16.0 KiB
Value Count Frequency (%)  
0.11394447699999999 38 1.9%
 
0.23406121600000002 26 1.3%
 
0.070329585 25 1.2%
 
0.10143136 17 0.8%
 
0.047992397 17 0.8%
 
0.110906738 10 0.5%
 
0.084279431 9 0.4%
 
0.292773063 8 0.4%
 
0.143318966 6 0.3%
 
0.113237222 6 0.3%
 
Other values (1465) 1599 78.2%
 
(Missing) 283 13.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.011904762 1 0.0%
 
0.016729259 1 0.0%
 
0.018138801 1 0.0%
 
0.01959755 1 0.0%
 
0.019953052 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.8080808079999999 1 0.0%
 
0.8219895290000001 1 0.0%
 
0.8320000000000001 1 0.0%
 
0.840262582 1 0.0%
 
0.885416667 1 0.0%
 

t_iv.completed_by.3yrs
Numeric

Distinct count 1608
Unique (%) 78.7%
Missing (%) 7.5%
Missing (n) 154
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.36954
Minimum 0.018765
Maximum 0.92647
Zeros (%) 0.0%

Quantile statistics

Minimum 0.018765
5-th percentile 0.10616
Q1 0.22646
Median 0.34556
Q3 0.48429
95-th percentile 0.75484
Maximum 0.92647
Range 0.90771
Interquartile range 0.25783

Descriptive statistics

Standard deviation 0.19006
Coef of variation 0.51432
Kurtosis -0.11844
Mean 0.36954
MAD 0.15252
Skewness 0.61603
Sum 698.44
Variance 0.036124
Memory size 16.0 KiB
Value Count Frequency (%)  
0.146212664 38 1.9%
 
0.169040708 26 1.3%
 
0.10615759599999999 25 1.2%
 
0.085804514 17 0.8%
 
0.390622149 17 0.8%
 
0.093240702 10 0.5%
 
0.12048611099999999 9 0.4%
 
0.403588225 8 0.4%
 
0.314705882 6 0.3%
 
0.24242424199999998 6 0.3%
 
Other values (1597) 1728 84.5%
 
(Missing) 154 7.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.01876466 1 0.0%
 
0.025590551 1 0.0%
 
0.027884792000000002 1 0.0%
 
0.035714286 1 0.0%
 
0.037037037 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.8934911240000001 1 0.0%
 
0.902564103 1 0.0%
 
0.914893617 1 0.0%
 
0.9231939159999999 1 0.0%
 
0.9264705879999999 1 0.0%
 

t_iv.completed_by.4yrs
Highly correlated

This variable is highly correlated with t_iv.completed_by.3yrs and should be ignored for analysis

Correlation 0.92721

t_iv.completed_by.6yrs
Highly correlated

This variable is highly correlated with t_iv.completed_by.4yrs and should be ignored for analysis

Correlation 0.92988

t_iv.completed_by.8yrs
Highly correlated

This variable is highly correlated with t_iv.completed_by.6yrs and should be ignored for analysis

Correlation 0.9077

t_iv.still_enrolled_by.2yrs
Numeric

Distinct count 1626
Unique (%) 79.5%
Missing (%) 6.3%
Missing (n) 129
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.39806
Minimum 0.025237
Maximum 0.84196
Zeros (%) 0.0%

Quantile statistics

Minimum 0.025237
5-th percentile 0.13582
Q1 0.28925
Median 0.39566
Q3 0.50417
95-th percentile 0.674
Maximum 0.84196
Range 0.81673
Interquartile range 0.21492

Descriptive statistics

Standard deviation 0.15731
Coef of variation 0.39519
Kurtosis -0.43218
Mean 0.39806
MAD 0.12714
Skewness 0.1537
Sum 762.28
Variance 0.024746
Memory size 16.0 KiB
Value Count Frequency (%)  
0.16314637199999998 38 1.9%
 
0.121924196 26 1.3%
 
0.158075601 25 1.2%
 
0.523162004 17 0.8%
 
0.10982418599999999 17 0.8%
 
0.11526670800000001 10 0.5%
 
0.192594866 9 0.4%
 
0.282644402 8 0.4%
 
0.5 6 0.3%
 
0.18642241399999998 6 0.3%
 
Other values (1615) 1753 85.8%
 
(Missing) 129 6.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.025236592999999998 1 0.0%
 
0.06345733 1 0.0%
 
0.064465409 2 0.1%
 
0.078947368 2 0.1%
 
0.085714286 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.8025210079999999 1 0.0%
 
0.8110599079999999 1 0.0%
 
0.818181818 1 0.0%
 
0.84057971 1 0.0%
 
0.8419618529999999 1 0.0%
 

t_iv.still_enrolled_by.3yrs
Numeric

Distinct count 1473
Unique (%) 72.1%
Missing (%) 12.8%
Missing (n) 262
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.15264
Minimum 0.011784
Maximum 0.85882
Zeros (%) 0.0%

Quantile statistics

Minimum 0.011784
5-th percentile 0.052105
Q1 0.090804
Median 0.13834
Q3 0.19913
95-th percentile 0.29575
Maximum 0.85882
Range 0.84704
Interquartile range 0.10832

Descriptive statistics

Standard deviation 0.0843
Coef of variation 0.55229
Kurtosis 6.0665
Mean 0.15264
MAD 0.064104
Skewness 1.653
Sum 272
Variance 0.0071065
Memory size 16.0 KiB
Value Count Frequency (%)  
0.09608124300000001 38 1.9%
 
0.07641936099999999 26 1.3%
 
0.063558083 25 1.2%
 
0.068782254 17 0.8%
 
0.21772182699999998 17 0.8%
 
0.046333055 10 0.5%
 
0.083333333 9 0.4%
 
0.144097222 9 0.4%
 
0.11565929300000001 8 0.4%
 
0.125 7 0.3%
 
Other values (1462) 1616 79.1%
 
(Missing) 262 12.8%
 

Minimum 5 values

Value Count Frequency (%)  
0.01178361 1 0.0%
 
0.01971831 1 0.0%
 
0.025641026 1 0.0%
 
0.025896414 1 0.0%
 
0.026845637999999998 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.562617525 2 0.1%
 
0.591792657 1 0.0%
 
0.634567901 1 0.0%
 
0.695652174 1 0.0%
 
0.858823529 1 0.0%
 

t_iv.withdrawn_by.2yrs
Numeric

Distinct count 1563
Unique (%) 76.5%
Missing (%) 9.3%
Missing (n) 191
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.23821
Minimum 0.014925
Maximum 0.65353
Zeros (%) 0.0%

Quantile statistics

Minimum 0.014925
5-th percentile 0.065712
Q1 0.13618
Median 0.20964
Q3 0.31595
95-th percentile 0.51808
Maximum 0.65353
Range 0.6386
Interquartile range 0.17977

Descriptive statistics

Standard deviation 0.13427
Coef of variation 0.56366
Kurtosis -0.28593
Mean 0.23821
MAD 0.1088
Skewness 0.72929
Sum 441.41
Variance 0.018029
Memory size 16.0 KiB
Value Count Frequency (%)  
0.520253256 38 1.9%
 
0.46313651299999997 26 1.3%
 
0.5180802870000001 25 1.2%
 
0.20540013 17 0.8%
 
0.535162747 17 0.8%
 
0.516043327 10 0.5%
 
0.277590263 9 0.4%
 
0.33082398 8 0.4%
 
0.44396551700000003 6 0.3%
 
0.42606320700000005 6 0.3%
 
Other values (1552) 1691 82.7%
 
(Missing) 191 9.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.014925373 1 0.0%
 
0.025 1 0.0%
 
0.026026026 1 0.0%
 
0.027004219 1 0.0%
 
0.029718876 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.606508876 1 0.0%
 
0.615384615 1 0.0%
 
0.627819549 1 0.0%
 
0.633187773 1 0.0%
 
0.653528873 1 0.0%
 

t_iv.withdrawn_by.3yrs
Highly correlated

This variable is highly correlated with t_iv.withdrawn_by.2yrs and should be ignored for analysis

Correlation 0.9136

t_iv.withdrawn_by.4yrs
Highly correlated

This variable is highly correlated with t_iv.withdrawn_by.3yrs and should be ignored for analysis

Correlation 0.92755

t_iv.withdrawn_by.6yrs
Highly correlated

This variable is highly correlated with t_iv.withdrawn_by.4yrs and should be ignored for analysis

Correlation 0.90113

t_iv.withdrawn_by.8yrs
Numeric

Distinct count 1446
Unique (%) 70.7%
Missing (%) 14.9%
Missing (n) 305
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.19319
Minimum 0.014756
Maximum 0.52511
Zeros (%) 0.0%

Quantile statistics

Minimum 0.014756
5-th percentile 0.057743
Q1 0.11657
Median 0.16773
Q3 0.25461
95-th percentile 0.39456
Maximum 0.52511
Range 0.51036
Interquartile range 0.13804

Descriptive statistics

Standard deviation 0.10411
Coef of variation 0.53889
Kurtosis -0.068448
Mean 0.19319
MAD 0.084206
Skewness 0.76333
Sum 335.97
Variance 0.010839
Memory size 16.0 KiB
Value Count Frequency (%)  
0.371247007 38 1.9%
 
0.33969716899999997 26 1.3%
 
0.45652255700000005 25 1.2%
 
0.149484536 17 0.8%
 
0.418728669 17 0.8%
 
0.285861926 10 0.5%
 
0.18725367699999998 9 0.4%
 
0.34 8 0.4%
 
0.283246415 6 0.3%
 
0.348148148 6 0.3%
 
Other values (1435) 1577 77.2%
 
(Missing) 305 14.9%
 

Minimum 5 values

Value Count Frequency (%)  
0.014755958999999999 1 0.0%
 
0.015296367 1 0.0%
 
0.016372796000000002 1 0.0%
 
0.017906336000000002 1 0.0%
 
0.019213175 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.494824017 1 0.0%
 
0.495735608 1 0.0%
 
0.497510186 1 0.0%
 
0.524774775 1 0.0%
 
0.525114155 1 0.0%
 

transf_rate.4yr.full_time
Numeric

Distinct count 687
Unique (%) 33.6%
Missing (%) 7.5%
Missing (n) 153
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.09968
Minimum 0
Maximum 1
Zeros (%) 54.0%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0.18605
95-th percentile 0.3919
Maximum 1
Range 1
Interquartile range 0.18605

Descriptive statistics

Standard deviation 0.16043
Coef of variation 1.6095
Kurtosis 4.9408
Mean 0.09968
MAD 0.12653
Skewness 1.9758
Sum 188.5
Variance 0.025738
Memory size 16.0 KiB
Value Count Frequency (%)  
0.0 1103 54.0%
 
0.5 10 0.5%
 
0.3333 9 0.4%
 
0.25 6 0.3%
 
0.2222 6 0.3%
 
0.1429 5 0.2%
 
1.0 5 0.2%
 
0.125 3 0.1%
 
0.375 3 0.1%
 
0.1 3 0.1%
 
Other values (676) 738 36.1%
 
(Missing) 153 7.5%
 

Minimum 5 values

Value Count Frequency (%)  
0.0 1103 54.0%
 
0.0016 1 0.0%
 
0.0018 1 0.0%
 
0.0024 1 0.0%
 
0.0041 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
0.9091 1 0.0%
 
0.9123 1 0.0%
 
0.9167 1 0.0%
 
0.9231 1 0.0%
 
1.0 5 0.2%
 

transf_rate.cohort_4yr.full_time
Numeric

Distinct count 1069
Unique (%) 52.3%
Missing (%) 7.5%
Missing (n) 153
Infinite (%) 0.0%
Infinite (n) 0
Mean 835.8
Minimum 1
Maximum 107540
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 12
Q1 157
Median 390
Q3 905
95-th percentile 3115.5
Maximum 107540
Range 107540
Interquartile range 748

Descriptive statistics

Standard deviation 2686.9
Coef of variation 3.2148
Kurtosis 1317.7
Mean 835.8
MAD 801.14
Skewness 33.353
Sum 1580500
Variance 7219400
Memory size 16.0 KiB
Value Count Frequency (%)  
1.0 22 1.1%
 
2.0 13 0.6%
 
6.0 10 0.5%
 
3.0 8 0.4%
 
11.0 8 0.4%
 
24.0 8 0.4%
 
174.0 7 0.3%
 
118.0 7 0.3%
 
87.0 7 0.3%
 
30.0 7 0.3%
 
Other values (1058) 1794 87.8%
 
(Missing) 153 7.5%
 

Minimum 5 values

Value Count Frequency (%)  
1.0 22 1.1%
 
2.0 13 0.6%
 
3.0 8 0.4%
 
4.0 6 0.3%
 
5.0 6 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
7277.0 1 0.0%
 
7385.0 1 0.0%
 
7550.0 1 0.0%
 
8038.0 1 0.0%
 
107543.0 1 0.0%
 

tuition.in_state
Highly correlated

This variable is highly correlated with attendance.academic_year and should be ignored for analysis

Correlation 0.97344

tuition.out_of_state
Numeric

Distinct count 1688
Unique (%) 82.6%
Missing (%) 4.3%
Missing (n) 87
Infinite (%) 0.0%
Infinite (n) 0
Mean 22964
Minimum 1107
Maximum 51008
Zeros (%) 0.0%

Quantile statistics

Minimum 1107
5-th percentile 7797
Q1 14899
Median 20965
Q3 30050
95-th percentile 44328
Maximum 51008
Range 49901
Interquartile range 15151

Descriptive statistics

Standard deviation 10791
Coef of variation 0.46993
Kurtosis -0.43561
Mean 22964
MAD 8869.1
Skewness 0.51178
Sum 44940000
Variance 116450000
Memory size 16.0 KiB
Value Count Frequency (%)  
16888.0 25 1.2%
 
12975.0 16 0.8%
 
13663.0 16 0.8%
 
9480.0 11 0.5%
 
17280.0 8 0.4%
 
16360.0 8 0.4%
 
18748.0 7 0.3%
 
17596.0 6 0.3%
 
11670.0 5 0.2%
 
18081.0 5 0.2%
 
Other values (1677) 1850 90.5%
 
(Missing) 87 4.3%
 

Minimum 5 values

Value Count Frequency (%)  
1107.0 1 0.0%
 
2475.0 1 0.0%
 
2690.0 1 0.0%
 
3370.0 1 0.0%
 
3760.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
49056.0 1 0.0%
 
49380.0 1 0.0%
 
49570.0 1 0.0%
 
50780.0 1 0.0%
 
51008.0 1 0.0%
 

tuition_revenue_per_fte
Numeric

Distinct count 1957
Unique (%) 95.7%
Missing (%) 0.1%
Missing (n) 3
Infinite (%) 0.0%
Infinite (n) 0
Mean 12924
Minimum 9
Maximum 52798
Zeros (%) 0.0%

Quantile statistics

Minimum 9
5-th percentile 4051
Q1 7531
Median 11955
Q3 16489
95-th percentile 27067
Maximum 52798
Range 52789
Interquartile range 8958

Descriptive statistics

Standard deviation 7042.2
Coef of variation 0.5449
Kurtosis 1.6401
Mean 12924
MAD 5478
Skewness 1.0343
Sum 26377000
Variance 49593000
Memory size 16.0 KiB
Value Count Frequency (%)  
4733.0 3 0.1%
 
10436.0 3 0.1%
 
11089.0 3 0.1%
 
4864.0 2 0.1%
 
3783.0 2 0.1%
 
14235.0 2 0.1%
 
7733.0 2 0.1%
 
5274.0 2 0.1%
 
4697.0 2 0.1%
 
8944.0 2 0.1%
 
Other values (1946) 2018 98.7%
 
(Missing) 3 0.1%
 

Minimum 5 values

Value Count Frequency (%)  
9.0 1 0.0%
 
339.0 1 0.0%
 
384.0 1 0.0%
 
413.0 1 0.0%
 
424.0 1 0.0%
 

Maximum 5 values

Value Count Frequency (%)  
41051.0 1 0.0%
 
42962.0 1 0.0%
 
47001.0 1 0.0%
 
51665.0 1 0.0%
 
52798.0 1 0.0%
 

zip
Categorical

Distinct count 1774
Unique (%) 86.8%
Missing (%) 0.0%
Missing (n) 0
02115
 
11
85021
 
6
08701
 
6
Other values (1771)
2021
Value Count Frequency (%)  
02115 11 0.5%
 
85021 6 0.3%
 
08701 6 0.3%
 
10952 5 0.2%
 
91711 5 0.2%
 
98121 5 0.2%
 
11204 5 0.2%
 
60605 4 0.2%
 
60173 4 0.2%
 
19103 4 0.2%
 
Other values (1764) 1989 97.3%
 

Correlations

Sample

id name city state zip main_campus branches degrees_awarded.highest ownership region_id admission_rate.overall admission_rate.by_ope_id act.25th_pctl.cumulative act.75th_pctl.cumulative act.midpoint.cumulative sat.average.overall sat.average.by_ope_id program_pctg.agriculture program_pctg.resources program_pctg.architecture program_pctg.ethnic_cultural_gender program_pctg.communication program_pctg.communications_technology program_pctg.computer program_pctg.personal_culinary program_pctg.education program_pctg.engineering program_pctg.engineering_technology program_pctg.language program_pctg.family_consumer_science program_pctg.legal program_pctg.english program_pctg.humanities program_pctg.library program_pctg.biological program_pctg.mathematics program_pctg.military program_pctg.multidiscipline program_pctg.parks_recreation_fitness program_pctg.philosophy_religious program_pctg.theology_religious_vocation program_pctg.physical_science program_pctg.science_technology program_pctg.psychology program_pctg.security_law_enforcement program_pctg.public_administration_social_service program_pctg.social_science program_pctg.construction program_pctg.mechanic_repair_technology program_pctg.precision_production program_pctg.transportation program_pctg.visual_performing program_pctg.health program_pctg.business_marketing program_pctg.history program.bach.agriculture program.bach.resources program.bach.architecture program.bach.ethnic_cultural_gender program.bach.communication program.bach.communications_technology program.bach.computer program.bach.personal_culinary program.bach.education program.bach.engineering program.bach.engineering_technology program.bach.language program.bach.family_consumer_science program.bach.legal program.bach.english program.bach.humanities program.bach.library program.bach.biological program.bach.mathematics program.bach.military program.bach.multidiscipline program.bach.parks_recreation_fitness program.bach.philosophy_religious program.bach.theology_religious_vocation program.bach.physical_science program.bach.science_technology program.bach.psychology program.bach.security_law_enforcement program.bach.public_administration_social_service program.bach.social_science program.bach.construction program.bach.mechanic_repair_technology program.bach.precision_production program.bach.transportation program.bach.visual_performing program.bach.health program.bach.business_marketing program.bach.history online_only size demographics.race_ethnicity.white demographics.race_ethnicity.black demographics.race_ethnicity.hispanic demographics.race_ethnicity.asian demographics.race_ethnicity.aian demographics.race_ethnicity.nhpi demographics.race_ethnicity.two_or_more demographics.race_ethnicity.non_resident_alien demographics.race_ethnicity.unknown part_time_share avg_net_price attendance.academic_year tuition.in_state tuition.out_of_state tuition_revenue_per_fte instructional_expenditure_per_fte faculty_salary ft_faculty_rate pell_grant_rate compl_rate_4yr_150nt share_first.time_full.time compl_rate_4yr_200nt retention_rate.four_year.full_time federal_loan_rate 3_yr_default_rate t_iv.completed_by.2yrs t_iv.withdrawn_by.2yrs t_iv.still_enrolled_by.2yrs t_iv.completed_by.3yrs t_iv.withdrawn_by.3yrs t_iv.still_enrolled_by.3yrs t_iv.completed_by.4yrs t_iv.withdrawn_by.4yrs t_iv.completed_by.6yrs t_iv.withdrawn_by.6yrs t_iv.completed_by.8yrs t_iv.withdrawn_by.8yrs 1_yr_repay.overall_rate 3_yr_repay.overall_rate 5_yr_repay.overall_rate 7_yr_repay.overall_rate share_lowincome.0_30000 share_independent share_firstgeneration share_middleincome.30001_48000 share_middleincome.48001_75000 share_highincome.75001_110000 share_highincome.110001+ fafsa_sent.2_college_allyrs fafsa_sent.3_college_allyrs fafsa_sent.4_college_allyrs fafsa_sent.5plus_college_allyrs avg_dependent_income.2014dollars avg_independent_income.2014dollars median_debt.overall cumulative_debt.90th_pctl cumulative_debt.75th_pctl cumulative_debt.25th_pctl cumulative_debt.10th_pctl students_with_any_loan students_with_pell_grant demographics.age_entry demographics.female_share demographics.married demographics.dependent demographics.1st_gen demographics.avg_family_income demographics.median_family_income demographics.avg_family_income_independents 10_yrs_AE.WNE.mean_earnings 10_yrs_AE.median 10_yrs_AE.WNE.std_dev 6_yrs_AE.WNE.mean_earnings 6_yrs_AE.median 6_yrs_AE.WNE.std_dev 8_yrs_AE.mean_earnings 8_yrs_AE.median_earnings 8_yrs_AE.std_deviation median_debt_suppressed.overall 3_yr_repay_suppressed.overall_rate compl_rate_4yr_100nt transf_rate.4yr.full_time transf_rate.cohort_4yr.full_time demographics.men demographics.women 3_yr_default_rate_denom open_admissions_policy 10_yrs_AE.pct>28000 8_yrs_AE.pct>28000 6_yrs_AE.pct>28000
0 100654 Alabama A & M University Normal AL 35762 1 1 4 1 5 0.5256 0.5256 15.0 19.0 17.0 827.0 827.0 0.0424 0.0191 0.0169 0.0000 0.0000 0.0487 0.0275 0.0 0.1123 0.1081 0.0339 0.0000 0.0254 0.0 0.0127 0.0424 0.0 0.0975 0.0169 0.0 0.0 0.0000 0.0000 0.00 0.0127 0.0 0.0487 0.0085 0.0572 0.0424 0.0 0.0 0.0 0.0 0.0297 0.0000 0.1970 0.0000 1.0 1.0 1.0 0.0 0.0 1.0 1.0 0.0 1.0 1.0 1.0 0.0 1.0 0.0 1.0 1.0 0.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 1.0 0.0 1.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 1.0 0.0 2.0 0.0 0.0 4206.0 0.0333 0.9353 0.0055 0.0019 0.0024 0.0019 0.0000 0.0059 0.0138 0.0656 15229.0 21475.0 9096.0 16596.0 9427.0 7437.0 6892.0 0.8967 0.7356 0.3525 0.860231 0.3389 0.6595 0.8284 0.172 0.030449 0.318109 0.360577 0.082797 0.278749 0.277829 0.208396 0.256372 0.351394 0.225498 0.330421 0.237490 0.173469 0.249518 0.320000 0.420266 0.612829 0.132875 0.388674 0.177931 0.107293 0.059565 0.042383 0.711340 0.561665 0.439099 0.344406 33987.072655 9413.913793 13000.0 47250.0 31000.0 5500.0 3500.0 0.922489 0.871707 20.525773 0.527682 0.017564 0.867125 0.388674 30721.910653 21413.0 9413.913793 35500.0 31000.0 25400.0 28400.0 25200.0 24000.0 30600.0 27100.0 20100.0 13000.0 0.249518 0.1102 0.0000 1044.0 0.4831 0.5169 1895.0 2.0 0.567 0.483 0.431
1 100663 University of Alabama at Birmingham Birmingham AL 35294 1 1 4 1 5 0.8569 0.8569 21.0 27.0 24.0 1107.0 1107.0 0.0000 0.0000 0.0000 0.0024 0.0485 0.0000 0.0150 0.0 0.0882 0.0577 0.0000 0.0111 0.0000 0.0 0.0223 0.0179 0.0 0.0746 0.0102 0.0 0.0 0.0000 0.0053 0.00 0.0204 0.0 0.0780 0.0320 0.0228 0.0524 0.0 0.0 0.0 0.0 0.0305 0.2084 0.1837 0.0184 0.0 0.0 0.0 1.0 1.0 0.0 1.0 0.0 1.0 1.0 0.0 1.0 0.0 0.0 1.0 1.0 0.0 1.0 1.0 0.0 0.0 0.0 1.0 0.0 1.0 0.0 1.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 1.0 2.0 2.0 1.0 0.0 11383.0 0.5922 0.2600 0.0283 0.0518 0.0022 0.0007 0.0368 0.0179 0.0100 0.2607 14789.0 20621.0 7510.0 17062.0 9899.0 17920.0 9957.0 0.9072 0.3460 0.5554 0.537692 0.5243 0.8288 0.5214 0.062 0.142805 0.259811 0.412791 0.322619 0.234026 0.227754 0.462160 0.214548 0.528042 0.183460 0.494144 0.162613 0.451035 0.511628 0.596925 0.659557 0.426114 0.323100 0.342982 0.157758 0.142778 0.134085 0.139264 0.490290 0.256334 0.161087 0.101720 61667.620492 29135.767602 12500.0 36000.0 25000.0 5500.0 3150.0 0.894211 0.630109 23.492140 0.628630 0.108748 0.676900 0.342982 51156.589051 35450.0 29135.767602 48400.0 41200.0 39200.0 39400.0 35100.0 32000.0 44100.0 38300.0 36500.0 12500.0 0.511628 0.3258 0.2408 1246.0 0.4169 0.5831 3937.0 2.0 0.726 0.686 0.631
2 100690 Amridge University Montgomery AL 36117 1 1 4 2 5 NaN NaN NaN NaN NaN NaN NaN 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0 0.0000 0.0000 0.0000 0.0000 0.2353 0.0 0.0000 0.0588 0.0 0.0000 0.0000 0.0 0.0 0.0000 0.0000 0.25 0.0000 0.0 0.0000 0.0294 0.0000 0.0000 0.0 0.0 0.0 0.0 0.0000 0.0000 0.4265 0.0000 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 0.0 0.0 2.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 0.0 0.0 0.0 2.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 0.0 1.0 291.0 0.2990 0.4192 0.0069 0.0034 0.0000 0.0000 0.0000 0.0000 0.2715 0.4536 12992.0 16370.0 6900.0 6900.0 12459.0 5532.0 3430.0 0.6000 0.6801 0.2222 0.500000 0.0000 0.0000 0.7795 0.122 0.074236 0.633188 0.096070 0.112745 0.411765 0.068627 0.190751 0.398844 0.364238 0.298013 0.441176 0.223529 0.160173 0.305483 0.391635 0.552189 0.765896 0.895954 0.593870 0.141618 0.054913 NaN NaN 0.583815 0.312139 0.170520 0.092486 29879.138889 19164.422581 8262.0 35500.0 20674.0 4749.0 3000.0 0.947977 0.921965 33.890173 0.638728 0.263006 0.104046 0.593870 20279.248555 15595.0 19164.422581 47600.0 39600.0 38600.0 35400.0 30700.0 26700.0 40800.0 38300.0 33900.0 8262.0 0.305483 0.0000 0.0000 9.0 0.3986 0.6014 344.0 1.0 0.700 0.631 0.542
3 100706 University of Alabama in Huntsville Huntsville AL 35899 1 1 4 1 5 0.8203 0.8203 24.0 30.0 27.0 1219.0 1219.0 0.0000 0.0000 0.0000 0.0000 0.0289 0.0000 0.0271 0.0 0.0187 0.2624 0.0000 0.0168 0.0000 0.0 0.0168 0.0000 0.0 0.0850 0.0140 0.0 0.0 0.0000 0.0075 0.00 0.0261 0.0 0.0271 0.0000 0.0000 0.0177 0.0 0.0 0.0 0.0 0.0317 0.2110 0.1970 0.0121 0.0 0.0 0.0 0.0 1.0 0.0 1.0 0.0 1.0 1.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0 1.0 0.0 0.0 0.0 1.0 0.0 1.0 0.0 1.0 0.0 0.0 1.0 0.0 0.0 0.0 0.0 1.0 2.0 1.0 1.0 0.0 5451.0 0.6988 0.1255 0.0382 0.0376 0.0143 0.0002 0.0172 0.0332 0.0350 0.2146 18596.0 21107.0 9158.0 21232.0 8956.0 10211.0 9302.0 0.6221 0.3072 0.4614 0.506742 0.5169 0.7696 0.4596 0.061 0.189308 0.215600 0.380368 0.293919 0.232264 0.201858 0.416090 0.190311 0.465809 0.137570 0.465403 0.147867 0.502003 0.539604 0.618913 0.649674 0.413287 0.360224 0.322402 0.136756 0.143227 0.141933 0.164797 0.486626 0.224763 0.121657 0.075496 71433.188132 25408.295808 14500.0 38400.0 26500.0 5500.0 2883.0 0.888266 0.600949 23.718723 0.464193 0.136324 0.639776 0.322402 54853.902071 38478.5 25408.295808 52000.0 46700.0 33600.0 40300.0 36200.0 25200.0 45900.0 41800.0 28400.0 14500.0 0.539604 0.1516 0.3477 765.0 0.5733 0.4267 1513.0 2.0 0.755 0.710 0.649
4 100724 Alabama State University Montgomery AL 36104 1 1 4 1 5 0.5326 0.5326 16.0 19.0 18.0 851.0 851.0 0.0000 0.0000 0.0000 0.0000 0.0870 0.0000 0.0813 0.0 0.1267 0.0000 0.0000 0.0000 0.0000 0.0 0.0170 0.0000 0.0 0.0851 0.0170 0.0 0.0 0.0284 0.0000 0.00 0.0359 0.0 0.0643 0.1096 0.0624 0.0151 0.0 0.0 0.0 0.0 0.0567 0.0888 0.1115 0.0132 0.0 0.0 0.0 0.0 1.0 0.0 1.0 0.0 1.0 0.0 0.0 0.0 0.0 0.0 1.0 0.0 0.0 1.0 1.0 0.0 0.0 1.0 0.0 0.0 1.0 0.0 2.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 1.0 1.0 1.0 1.0 0.0 4811.0 0.0158 0.9208 0.0121 0.0019 0.0010 0.0006 0.0098 0.0243 0.0137 0.0892 11110.0 18184.0 8720.0 15656.0 7733.0 7618.0 6609.0 0.6539 0.7347 0.2632 0.881916 0.2904 0.5725 0.7554 0.156 0.032495 0.305031 0.388365 0.110761 0.310887 0.239144 0.195913 0.290345 0.259148 0.233353 0.220734 0.268492 0.136110 0.191785 0.252488 0.369313 0.635712 0.145324 0.375000 0.172043 0.090909 0.057022 0.044314 0.645161 0.490062 0.377322 0.291626 34119.924133 7722.786995 12250.0 43741.0 28733.5 5500.0 3349.0 0.893776 0.889215 20.528185 0.618442 0.012056 0.854676 0.375000 30283.781036 21603.0 7722.786995 30600.0 27700.0 21400.0 24400.0 22600.0 15900.0 27500.0 25200.0 18000.0 12250.0 0.191785 0.0752 0.0000 1330.0 0.3877 0.6123 2137.0 2.0 0.494 0.436 0.351